{"id":"W4241375960","doi":"10.1007/978-3-642-27597-5_4","title":"Anatomo-Pathology","year":2012,"lang":"en","type":"book-chapter","venue":"","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; University of Toronto","funders":"","keywords":"Pathology; 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":[0.0002052414,0.0008194384,0.0004071242,0.001583698,0.000844162,0.001718358,0.000648916,0.0008655846,0.08751855],"category_scores_gemma":[0.0003757247,0.0003868586,0.0003400625,0.0008046048,0.001029597,0.001572583,0.001269312,0.002438304,0.05331255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008201477,"about_ca_system_score_gemma":0.001139579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001185111,"about_ca_topic_score_gemma":0.004481063,"domain_scores_codex":[0.999887,0.00001579684,0.000004789397,0.00002298023,0.00005680365,0.00001262241],"domain_scores_gemma":[0.9998924,0.00003101991,0.000005010033,0.00001687455,0.00003650242,0.00001828941],"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":[0.00001973807,0.00004133296,0.0001958355,0.0003700262,0.000006084397,0.000272372,0.0002889599,0.0005030771,0.002031714,0.09715103,0.5056172,0.3935027],"study_design_scores_gemma":[9.156867e-7,0.000004370497,0.0001275129,0.00009384839,0.000002187848,0.0005764627,0.00003134696,0.0000538815,0.0001888734,0.008659402,0.990258,0.000003241754],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006049167,0.02687985,0.01127887,0.002151203,0.003084609,0.000062384,0.0002536685,0.0003763535,0.9553081],"genre_scores_gemma":[0.003429876,0.01679013,0.005772742,0.001343966,0.001020327,0.00004964294,0.0002693022,0.0001803505,0.9711437],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08751855,"threshold_uncertainty_score":0.2927787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02813006612712427,"score_gpt":0.2792179532213652,"score_spread":0.2510878870942409,"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."}}