{"id":"W4380369632","doi":"10.1016/j.jogc.2023.06.002","title":"Promoting Best Practices in Assisted Human Reproduction","year":2023,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Reproductive Health and Technologies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; Ottawa Public Health; Canadian Medical Association; Canadian Medical Protective Association","funders":"","keywords":"Medicine; Confidentiality; Human reproduction; Descriptive statistics; Medical record; Family medicine; Health care; Infertility; Pregnancy; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.05024219,0.0003536273,0.0004471326,0.003337519,0.00813927,0.008743417,0.003215599,0.006782495,0.008411434],"category_scores_gemma":[0.1488245,0.0005834826,0.0004719419,0.002646923,0.01015381,0.003066011,0.007709121,0.01199894,0.001232946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02550066,"about_ca_system_score_gemma":0.2087651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4332416,"about_ca_topic_score_gemma":0.6554951,"domain_scores_codex":[0.9393455,0.02654441,0.002001572,0.001440538,0.02664377,0.004024147],"domain_scores_gemma":[0.7697281,0.08921005,0.01390227,0.007432174,0.06579335,0.05393416],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006981409,0.001133554,0.03492363,0.00188735,0.00007516915,0.001026821,0.04947444,0.00100893,0.001123994,0.05940551,0.3786274,0.4712434],"study_design_scores_gemma":[0.00009929819,0.0002120779,0.0808384,0.01128553,0.00007751523,0.00119725,0.05189984,0.0008892833,0.001807567,0.0405001,0.8110322,0.0001609242],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02145415,0.01345204,0.005058047,0.8347002,0.0036092,0.0002774062,0.0001330999,0.0002091062,0.1211067],"genre_scores_gemma":[0.6471394,0.04255728,0.05546641,0.2055432,0.002969915,0.0005635717,0.0003213657,0.0003006706,0.04513802],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.4332416,"threshold_uncertainty_score":0.8614396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07473311635324377,"score_gpt":0.3447080178927066,"score_spread":0.2699749015394629,"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."}}