{"id":"W3143600231","doi":"10.71781/4478","title":"Utilisation de la reproduction médicalement assistée, les grossesses multiples et les malformations congénitales majeures","year":2020,"lang":"fr","type":"dissertation","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Assisted Reproductive Technology and Twin Pregnancy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Gynecology; Reproduction; Medicine; Biology; Genetics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0007154912,0.0006390444,0.0006311917,0.0004705927,0.007673128,0.00008895261,0.0003775075,0.001290775,0.0001550132],"category_scores_gemma":[0.001517791,0.0007115498,0.0004073519,0.0005147975,0.001578566,0.000608161,0.0001986815,0.0015216,0.00006499577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003601877,"about_ca_system_score_gemma":0.002144051,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008532039,"about_ca_topic_score_gemma":0.00116854,"domain_scores_codex":[0.9960506,0.0007515561,0.0007620684,0.001178428,0.0006997486,0.0005576285],"domain_scores_gemma":[0.9972349,0.0004394713,0.0007714886,0.0006861559,0.000538609,0.0003293083],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003156301,0.00246294,0.4339333,0.003806236,0.003221649,0.004685846,0.07116108,0.004070053,0.09664053,0.3124278,0.002967753,0.06146649],"study_design_scores_gemma":[0.002419255,0.0003567045,0.6682506,0.002254537,0.002103849,0.00326628,0.1352808,0.001861502,0.06936365,0.0009977412,0.1128682,0.0009769564],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8029463,0.1332355,0.004674504,0.00650331,0.002141149,0.001369908,0.0002097359,0.0007413474,0.04817831],"genre_scores_gemma":[0.9690388,0.005459951,0.003022517,0.0001002201,0.0005114661,0.0001254095,0.001864544,0.00006003739,0.01981705],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3114301,"threshold_uncertainty_score":0.9995335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01282826860619499,"score_gpt":0.2298676731962796,"score_spread":0.2170394045900846,"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."}}