{"id":"W2014705446","doi":"10.5858/arpa.2010-0640-rs","title":"Squamous Lesions of the Ovary","year":2011,"lang":"en","type":"review","venue":"Archives of Pathology & Laboratory Medicine","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Juravinski Hospital; Hamilton General Hospital","funders":"","keywords":"Ovary; Histogenesis; Pathology; Differential diagnosis; Medicine; Biology; Immunohistochemistry; 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":[0.0001848286,0.0004453863,0.0007316704,0.002177774,0.0002917576,0.000523963,0.0004127814,0.0004422347,0.002017473],"category_scores_gemma":[0.0005620535,0.0001606091,0.0002801239,0.001546351,0.0003272509,0.0007066298,0.0003219475,0.0004442122,0.001041744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002261239,"about_ca_system_score_gemma":0.0006085322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001038538,"about_ca_topic_score_gemma":0.001953367,"domain_scores_codex":[0.999849,0.00001875205,0.00003039437,0.00002772236,0.00005620144,0.00001784009],"domain_scores_gemma":[0.9998216,0.00006700498,0.00005185333,0.000006588043,0.0000375555,0.00001539964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000443339,0.0000318603,0.00282901,0.01138171,0.0000619511,0.006261962,0.0001323739,0.000144942,0.00410946,0.0007765012,0.009690635,0.9645352],"study_design_scores_gemma":[0.00002578067,0.0002077115,0.0227752,0.0115956,0.000333108,0.1926203,0.0006049907,0.0001522917,0.00479009,0.002178907,0.7646674,0.00004865752],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002231639,0.9943734,0.0002407041,0.0001822455,0.0001375811,0.00001128824,0.0000310188,0.00001403797,0.002778027],"genre_scores_gemma":[0.01214793,0.9859169,0.0003759823,0.0002271781,0.0002266725,0.000006354297,0.00005353184,0.000001901947,0.001043518],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002177774,"threshold_uncertainty_score":0.006749094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05351713629275862,"score_gpt":0.3376658048349488,"score_spread":0.2841486685421902,"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."}}