{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004358063,0.0002191704,0.00160446,0.0001146361,0.0001626314,0.00007797879,0.00009118516,0.0001577233,0.00003542469],"category_scores_gemma":[0.003574952,0.0001329932,0.0003624606,0.0001477184,0.0003770321,0.0002424848,0.0001835965,0.0003126908,0.000001671835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001160593,"about_ca_system_score_gemma":0.0002427191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008862202,"about_ca_topic_score_gemma":0.0007460783,"domain_scores_codex":[0.9963876,0.001319544,0.001377847,0.0003512263,0.0002780227,0.0002857383],"domain_scores_gemma":[0.998045,0.0009429553,0.0002701755,0.0003147079,0.0001670658,0.0002601213],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.4770197,0.00123809,0.5202416,0.000214034,0.00009456669,0.000004146514,0.0006548976,5.870515e-7,0.000003220784,0.00006207264,0.000007284056,0.0004597806],"study_design_scores_gemma":[0.5516727,0.0004773163,0.4448572,0.0004660904,0.00007656332,0.00000448821,0.001089789,0.0003671398,0.000006823223,0.0009072307,0.00000395166,0.00007073089],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9482034,0.0001148402,0.0005324809,0.0002103684,0.0001844108,0.05018003,0.000002057797,0.00004380265,0.000528585],"genre_scores_gemma":[0.9812174,0.000008597576,0.0001041386,0.00002468811,0.00003278073,0.01814399,0.000002779668,0.00001424257,0.0004513895],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07538448,"threshold_uncertainty_score":0.5423305,"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."}}