{"id":"W4224239345","doi":"10.1136/bmjopen-2022-061554","title":"Protocol of the Fit-For-Fertility study: a multicentre randomised controlled trial assessing a lifestyle programme targeting women with obesity and infertility","year":2022,"lang":"en","type":"article","venue":"BMJ Open","topic":"Ovarian function and disorders","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut universitaire en santé mentale de Montréal; University of Ottawa; Université de Sherbrooke; Université du Québec à Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Université du Québec à Trois-Rivières; Université de Montréal; Institut Universitaire en Santé Mentale de Québec; Université Laval; Centre Hospitalier Universitaire de Sherbrooke","funders":"Women's College Hospital; Canadian Institutes of Health Research; University of Alberta; IWK Health Centre; Centre Hospitalier Universitaire de Québec; Université de Montréal; Université Laval; University of Toronto; Université de Sherbrooke; Ontario Ministry of Health and Long-Term Care; Natural Sciences and Engineering Research Council of Canada; Université du Québec à Trois-Rivières","keywords":"Medicine; Infertility; Protocol (science); Obesity; Fertility; Reproductive medicine; Gynecology; Randomized controlled trial; Alternative medicine; Physical therapy; Family medicine; Pregnancy; Population; Internal medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004445909,0.0001485351,0.0006951596,0.00003175071,0.0004249253,0.000102605,0.0001919748,0.00003272541,0.000269234],"category_scores_gemma":[0.002475932,0.00008658258,0.00008952183,0.0002108293,0.00007372766,0.0001242778,0.0003835361,0.0001895475,3.318216e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001007982,"about_ca_system_score_gemma":0.0007448431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001796837,"about_ca_topic_score_gemma":0.0000550376,"domain_scores_codex":[0.9976357,0.0008307633,0.0005497924,0.0003187951,0.0003968973,0.0002680147],"domain_scores_gemma":[0.9986162,0.0003176449,0.0003934171,0.0004006344,0.0001529383,0.0001191813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8275332,0.003154726,0.1656343,0.0001747896,0.0001715123,0.000002369311,0.002282567,0.00001413636,0.00004732631,0.000002670078,0.00008362829,0.0008987325],"study_design_scores_gemma":[0.811073,0.002240777,0.1735031,0.00003167379,0.0001353031,0.000001944296,0.01114777,0.001049102,0.00001363902,0.00002353109,0.0006806967,0.00009942309],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5450922,0.00000121541,0.00002825568,0.0002813884,0.00003946079,0.4541026,0.00000300281,0.00001683669,0.0004350893],"genre_scores_gemma":[0.5663128,9.490211e-9,0.0002115599,0.0001348679,0.00001716142,0.4331274,0.000001987958,0.000008376052,0.0001858636],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02122063,"threshold_uncertainty_score":0.3530735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06426568577561975,"score_gpt":0.3880805555416152,"score_spread":0.3238148697659954,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}