{"id":"W2150113577","doi":"10.1093/humrep/deu067","title":"Universal coverage of IVF pays off","year":2014,"lang":"en","type":"article","venue":"Human Reproduction","topic":"Reproductive Health and Technologies","field":"Medicine","cited_by":95,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"Canadian Institutes of Health Research; McGill University","keywords":"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":[0.002825831,0.0001609805,0.0004983178,0.0009103423,0.0008115813,0.0015359,0.0008019533,0.0007678216,0.02335531],"category_scores_gemma":[0.01793564,0.0002496754,0.0006934461,0.001739803,0.001230409,0.0006870525,0.001001278,0.0007888472,0.0004727436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0147594,"about_ca_system_score_gemma":0.01708974,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7271755,"about_ca_topic_score_gemma":0.782952,"domain_scores_codex":[0.9962862,0.0007766986,0.0001827286,0.0002812606,0.001104588,0.001368519],"domain_scores_gemma":[0.986259,0.003659558,0.004375352,0.0008472236,0.002148925,0.002709939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005837181,0.0001044106,0.8402805,0.000607532,0.0002843489,0.0003317414,0.0003566837,0.0009714117,0.0003566632,0.006264362,0.01666122,0.1331973],"study_design_scores_gemma":[0.00005727342,0.00010681,0.9880139,0.0004958136,0.00008397952,0.0004021912,0.0002699726,0.0006020494,0.00008692629,0.0003596105,0.009509831,0.00001180647],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7935995,0.02814114,0.001280409,0.05734739,0.0005631615,0.0003622666,0.01266823,0.0001696351,0.1058682],"genre_scores_gemma":[0.9928324,0.001862662,0.0002696215,0.002084463,0.0001363803,0.00002541012,0.0006804297,0.00001193802,0.002096761],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7271755,"threshold_uncertainty_score":0.5488623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02630114905748869,"score_gpt":0.2936525693934675,"score_spread":0.2673514203359788,"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."}}