{"id":"W2092479573","doi":"10.2310/7070.2004.33001","title":"Pathology Quiz 47","year":2004,"lang":"en","type":"article","venue":"The Journal of Otolaryngology","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Pathology","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":[0.0003252541,0.0005410433,0.0004364662,0.00152282,0.0009796222,0.001245528,0.000749735,0.004804438,0.1672776],"category_scores_gemma":[0.002144494,0.0003008951,0.0008408477,0.0003604849,0.0004930287,0.000761143,0.0009254206,0.002372646,0.07801583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006893777,"about_ca_system_score_gemma":0.0006003111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002331533,"about_ca_topic_score_gemma":0.004743369,"domain_scores_codex":[0.9997458,0.00002872197,0.00002079027,0.00003091667,0.0001164554,0.000057403],"domain_scores_gemma":[0.999441,0.0001055481,0.00003636041,0.00006324337,0.000208051,0.0001458054],"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":[0.00004292199,0.0000474282,0.0006665521,0.00008306992,0.00001083622,0.01529266,0.00002600556,0.0000650578,0.0005309055,0.001682097,0.9481974,0.03335517],"study_design_scores_gemma":[0.00001882671,0.00002887442,0.001624732,0.0001005097,0.00001654479,0.01802602,0.00005862003,0.00009270928,0.0002937138,0.00216817,0.9775584,0.00001285522],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004506766,0.006899443,0.001569628,0.1370135,0.09626824,0.0001926964,0.0005052609,0.000922502,0.752122],"genre_scores_gemma":[0.01348945,0.003536663,0.0006861466,0.05104644,0.02474506,0.00005296911,0.000415033,0.0001604564,0.9058678],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1672776,"threshold_uncertainty_score":0.5595994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01827564835289074,"score_gpt":0.2803630338878405,"score_spread":0.2620873855349498,"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."}}