{"id":"W2214780485","doi":"10.1186/s40608-015-0077-x","title":"The Obesity-Fertility Protocol: a randomized controlled trial assessing clinical outcomes and costs of a transferable interdisciplinary lifestyle intervention, before and during pregnancy, in obese infertile women","year":2015,"lang":"en","type":"article","venue":"BMC Obesity","topic":"Ovarian function and disorders","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Health; University of Toronto; Quebec - Clinical Research Organization in Cancer; University of Alberta; Université de Montréal; Mount Sinai Hospital; Montreal Clinical Research Institute; Ministère de la Santé et des Services Sociaux (Québec); Centre Hospitalier Universitaire de Sherbrooke; Women's College Hospital; Université de Sherbrooke","funders":"Canadian Institutes of Health Research; Ministère de la Santé; Fonds de Recherche du Québec - Santé; Ministère de la Santé et des Services sociaux; Université de Sherbrooke","keywords":"Medicine; Fertility; Pregnancy; Randomized controlled trial; Infertility; Polycystic ovary; Obesity; Gynecology; Obstetrics; Live birth; Population; Environmental health; Insulin resistance; Surgery; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006474525,0.004138904,0.006080083,0.00158529,0.001325635,0.00203181,0.002596222,0.005083849,0.0283793],"category_scores_gemma":[0.01021588,0.001338689,0.004145602,0.001198934,0.002534375,0.001981846,0.001809398,0.00559343,0.002334748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00276046,"about_ca_system_score_gemma":0.006816936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003025298,"about_ca_topic_score_gemma":0.004184197,"domain_scores_codex":[0.9936127,0.00422365,0.0005008818,0.0005677107,0.0004759839,0.0006189308],"domain_scores_gemma":[0.995285,0.001416851,0.001519639,0.0003460573,0.0003839425,0.001048554],"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":[0.9813597,0.006766417,0.000272347,0.001943877,0.001035004,0.00002877105,0.00003242457,0.0003440857,0.0002934619,0.0002550702,0.001013775,0.006655128],"study_design_scores_gemma":[0.9904426,0.008377182,0.0002885728,0.00007825336,0.0002191133,0.000005745148,0.000008145566,0.0001420656,0.00004587087,0.00010454,0.0002815194,0.00000640711],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"empirical","genre_scores_codex":[0.3182819,0.005181019,0.003709884,0.003651281,0.002896962,0.6482723,0.008002387,0.0007887293,0.009215638],"genre_scores_gemma":[0.1833953,0.001837932,0.006786316,0.002000584,0.0006548999,0.7997009,0.001261864,0.00003338644,0.004328891],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0283793,"threshold_uncertainty_score":0.09493816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02643218181320093,"score_gpt":0.3590895779234099,"score_spread":0.3326573961102089,"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."}}