{"id":"W2015085690","doi":"10.2310/7070.2004.33005","title":"Pathology Quiz 50","year":2004,"lang":"en","type":"article","venue":"The Journal of Otolaryngology","topic":"Veterinary Oncology Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Pathology; Dermatology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003782785,0.0007363106,0.0004571814,0.001920191,0.0009229563,0.001209662,0.0008758829,0.004931598,0.2074268],"category_scores_gemma":[0.002023236,0.0003481557,0.0009108728,0.0004010667,0.0004934961,0.0008670436,0.001026464,0.002125396,0.09867221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000621447,"about_ca_system_score_gemma":0.0004630425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001943032,"about_ca_topic_score_gemma":0.003846216,"domain_scores_codex":[0.999744,0.00003151977,0.00002152779,0.00003527197,0.000113679,0.00005392411],"domain_scores_gemma":[0.999403,0.0001083073,0.00003781724,0.00008232223,0.0002137163,0.0001549141],"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":[0.00008496507,0.00007462231,0.0007539386,0.0001238288,0.00001518336,0.02094485,0.00002906792,0.00008125661,0.001113266,0.001579818,0.930131,0.04506822],"study_design_scores_gemma":[0.00003190062,0.00004435878,0.002034384,0.0001192705,0.00002245624,0.02073433,0.00006168846,0.0001627595,0.0005360909,0.002516742,0.9737185,0.0000175761],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005531437,0.007593901,0.002764566,0.1168923,0.1034446,0.0002936898,0.0006208998,0.00177103,0.7610875],"genre_scores_gemma":[0.01512313,0.003443628,0.001234047,0.04450711,0.02273059,0.00007160012,0.0005625787,0.0002154198,0.9121119],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2074268,"threshold_uncertainty_score":0.6939118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03680367031763027,"score_gpt":0.3473498361665321,"score_spread":0.3105461658489019,"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."}}