{"id":"W4251547229","doi":"10.1016/b978-1-4160-6110-6.10057-5","title":"Case 57","year":2010,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Medical Imaging and Pathology Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Chemistry","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":[0.0002124164,0.00110401,0.000602367,0.002939926,0.001569015,0.001711452,0.001237783,0.004282131,0.09056046],"category_scores_gemma":[0.001256139,0.0004082727,0.000731633,0.001386063,0.001177756,0.001518721,0.001970148,0.003332973,0.02868197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008975968,"about_ca_system_score_gemma":0.0006508838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001756208,"about_ca_topic_score_gemma":0.003805389,"domain_scores_codex":[0.9997197,0.00002352686,0.00002267901,0.00007185042,0.00007661096,0.00008568368],"domain_scores_gemma":[0.9998142,0.00004582881,0.00002020141,0.00003662324,0.00002756165,0.0000557346],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00004741671,0.00008229034,0.00224259,0.0001661431,0.00002145327,0.758069,0.0003704021,0.0003281967,0.001856429,0.02899133,0.1302867,0.07753796],"study_design_scores_gemma":[0.000009684795,0.00002445914,0.001314021,0.0002718342,0.00001546471,0.622575,0.0002868271,0.0001611361,0.0004603516,0.007382606,0.367483,0.00001559876],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01474519,0.007597136,0.002480804,0.008690398,0.004202779,0.0001008752,0.0003543849,0.0002693409,0.961559],"genre_scores_gemma":[0.1773368,0.009864017,0.005685378,0.009896601,0.004109543,0.0001759827,0.00076789,0.0003715115,0.7917923],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09056046,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.033540699820868,"score_gpt":0.2896342543939295,"score_spread":0.2560935545730615,"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."}}