{"id":"W4385226460","doi":"10.1503/cmaj.221712","title":"Primary ovarian insufficiency","year":2023,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Ovarian function and disorders","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital; Mount Sinai Hospital","funders":"","keywords":"Premature ovarian insufficiency; Dysfunctional family; Medicine; Bioinformatics; Family history; Medical history; Internal medicine; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001424628,0.00008401514,0.0001694311,0.0004060139,0.0002577045,0.00005476665,0.00009811146,0.0002965689,0.01063947],"category_scores_gemma":[0.002219765,0.00007637152,0.0001019849,0.0007973599,0.00002615887,0.0000782869,0.0000107538,0.0007292399,0.002251088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007847434,"about_ca_system_score_gemma":0.005088385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005800878,"about_ca_topic_score_gemma":0.001955993,"domain_scores_codex":[0.9977819,0.0000688012,0.0003008016,0.000126895,0.001261539,0.0004600526],"domain_scores_gemma":[0.9975384,0.00007671534,0.0000905458,0.00009313883,0.000241703,0.001959467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001509789,0.00006504815,0.09124693,0.00001052584,0.00007529397,0.0009295638,0.0002012094,0.00000253811,0.00001667847,0.0008054298,0.8651974,0.04143429],"study_design_scores_gemma":[0.001312716,0.00007547069,0.2699514,0.00002561612,0.00001867953,0.0004023387,0.0003368622,0.0002659636,0.000001205237,0.0001430539,0.7273897,0.0000770297],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2062324,0.0002086064,0.0004709656,0.3779193,0.005224289,0.0003146087,0.00002468627,0.0003303065,0.4092748],"genre_scores_gemma":[0.7952567,0.0004249128,0.0003069061,0.1682445,0.004657634,0.00001268008,0.0001242675,0.00005949129,0.03091291],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5890243,"threshold_uncertainty_score":0.9985258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00891329375511331,"score_gpt":0.2325770159798549,"score_spread":0.2236637222247415,"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."}}