{"id":"W4409452048","doi":"10.1016/j.jogc.2025.102844","title":"A Survey of Recurrent Pregnancy Loss Management in Canada","year":2025,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Reproductive System and Pregnancy","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cochrane; CReATe Fertility Centre; University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Medicine; Pregnancy; Obstetrics; MEDLINE; Family medicine; Gynecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0007645243,0.0002005449,0.0003512463,0.002216207,0.003004919,0.001134939,0.001494123,0.0004408064,0.003750176],"category_scores_gemma":[0.004592501,0.0003325722,0.0003835465,0.006775043,0.0008445566,0.000304274,0.0009196544,0.0008077645,0.0002806222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0359467,"about_ca_system_score_gemma":0.07683428,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9895065,"about_ca_topic_score_gemma":0.9920738,"domain_scores_codex":[0.9975469,0.0001566541,0.0002486357,0.0001843314,0.001280086,0.0005833748],"domain_scores_gemma":[0.9938443,0.0003875819,0.001254761,0.00007697062,0.002536284,0.001900121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009626705,0.00008123332,0.9170026,0.0005104021,0.00008178467,0.0008224073,0.00242513,0.0001792793,0.0004181423,0.0008326839,0.01758579,0.05996421],"study_design_scores_gemma":[0.00001279222,0.00005497484,0.9755585,0.0005615715,0.00003334701,0.001006344,0.005670678,0.000224099,0.000116196,0.00006323415,0.01666421,0.00003395122],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9084913,0.0270813,0.0004049768,0.01378697,0.0002036437,0.0002885406,0.01740834,0.0001056773,0.0322293],"genre_scores_gemma":[0.9677426,0.0230094,0.0008120802,0.002707825,0.00004356706,0.00006137205,0.003046945,0.00004056144,0.00253563],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0359467,"threshold_uncertainty_score":0.2608128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01279191638900831,"score_gpt":0.2281825588116944,"score_spread":0.215390642422686,"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."}}