{"id":"W4386616027","doi":"10.1503/cmaj.230143","title":"Postcoital bleeding","year":2023,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Reproductive Health and Contraception","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sinai Health System; University of Toronto","funders":"","keywords":"Computer science; Medicine; World Wide Web","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":[0.001885864,0.00006307934,0.0001448433,0.0002550171,0.0002344393,0.00003643105,0.00005719389,0.0002221522,0.00244152],"category_scores_gemma":[0.003095833,0.00005676819,0.00007319564,0.0004100697,0.00001565258,0.00009350284,0.000005555635,0.000699999,0.001390967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008090827,"about_ca_system_score_gemma":0.002631848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007539117,"about_ca_topic_score_gemma":0.002153474,"domain_scores_codex":[0.9980615,0.00005263016,0.0002633664,0.0001240854,0.00102266,0.0004758058],"domain_scores_gemma":[0.9975829,0.00006072101,0.0000898191,0.0000664416,0.0003650767,0.001835036],"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":[0.00002930151,0.00002178602,0.2435949,0.00002220662,0.0001023259,0.001457174,0.0003817634,0.000002064286,0.0003306286,0.0003435671,0.618073,0.1356413],"study_design_scores_gemma":[0.001047436,0.000123437,0.4692657,0.0000727185,0.00002440192,0.001182152,0.0006055344,0.0003692601,0.00002202076,0.0002407324,0.5269561,0.00009047228],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7535804,0.0001215239,0.00002836883,0.2326752,0.001529302,0.0001319734,0.000005496624,0.00006781424,0.01185991],"genre_scores_gemma":[0.9734546,0.0002293367,0.00004405629,0.01409708,0.008214964,0.000005664675,0.00001821709,0.00001530103,0.003920816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2256709,"threshold_uncertainty_score":0.9993865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01350319651373591,"score_gpt":0.2836532685750651,"score_spread":0.2701500720613292,"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."}}