{"id":"W2118275137","doi":"10.1136/jcp.2010.079319","title":"<i>Diagnostic Pathology: Genitourinary</i>","year":2010,"lang":"he","type":"article","venue":"Journal of Clinical Pathology","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University Health Network","funders":"","keywords":"Genitourinary system; Pathology; Medicine; Bioinformatics; Biology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0003416196,0.001153246,0.001128152,0.002333056,0.0006381263,0.002864331,0.0007286209,0.0007070535,0.1078709],"category_scores_gemma":[0.001681072,0.0005145883,0.0007062306,0.002418685,0.0006929249,0.001662803,0.001171481,0.002252402,0.0767948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008180942,"about_ca_system_score_gemma":0.001720508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001920584,"about_ca_topic_score_gemma":0.003846908,"domain_scores_codex":[0.9996119,0.00006234161,0.00002245278,0.00004692911,0.0002275053,0.00002893837],"domain_scores_gemma":[0.9993386,0.0001784572,0.00007269585,0.00003573842,0.000267108,0.0001074801],"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":[0.00001565516,0.0000133875,0.000112271,0.0004044807,0.000007468712,0.0001292759,0.00006136519,0.00005174662,0.0005339133,0.001521994,0.9125417,0.08460675],"study_design_scores_gemma":[0.000002726295,0.00001061187,0.0003928842,0.00026469,0.000003199544,0.0007339257,0.00004323163,0.00002537857,0.00008125924,0.0007005509,0.9977365,0.00000517431],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001524502,0.4313385,0.004978202,0.01682872,0.09242476,0.0002178318,0.002226551,0.001359409,0.4491015],"genre_scores_gemma":[0.004015732,0.1846606,0.006411977,0.007041189,0.01333946,0.0001115006,0.002104637,0.0006149419,0.7817],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1078709,"threshold_uncertainty_score":0.3608641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05142664575307485,"score_gpt":0.4126641187365599,"score_spread":0.3612374729834851,"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."}}