{"id":"W4254175864","doi":"10.1016/b978-1-4160-6110-6.10049-6","title":"Case 49","year":2010,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Computer science","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":[0.0002154299,0.00108952,0.0005741179,0.002726319,0.001778346,0.001764559,0.001284532,0.005852537,0.08915684],"category_scores_gemma":[0.00129751,0.0003582753,0.0009453483,0.001150025,0.001052467,0.001552256,0.001864462,0.004074944,0.02461547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001191267,"about_ca_system_score_gemma":0.0007170181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002502475,"about_ca_topic_score_gemma":0.00587429,"domain_scores_codex":[0.999661,0.00002949678,0.0000218243,0.00007863132,0.00008824525,0.0001208509],"domain_scores_gemma":[0.9998233,0.00003908312,0.00001761939,0.0000286133,0.00002362319,0.00006777766],"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":[0.00004367493,0.00009782913,0.001933873,0.0001264526,0.00001904577,0.7982801,0.0002515875,0.0003005508,0.001241837,0.02009172,0.1268357,0.05077768],"study_design_scores_gemma":[0.00001320018,0.00003153159,0.001608603,0.0002395677,0.00001668945,0.6553462,0.0002873349,0.0002145038,0.0003732702,0.006885547,0.334966,0.00001752388],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01455495,0.008023361,0.0023434,0.01569933,0.005685271,0.0001431116,0.0005124452,0.0002689312,0.9527692],"genre_scores_gemma":[0.1955632,0.008504053,0.004365327,0.01701228,0.006176922,0.0001809268,0.0008337498,0.0003307519,0.7670327],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08915684,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01911988076249561,"score_gpt":0.2735769391729255,"score_spread":0.2544570584104299,"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."}}