{"id":"W4238658673","doi":"10.1016/b978-1-4160-6110-6.10046-0","title":"Case 46","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":[0.0002516099,0.00124086,0.0006448882,0.0027753,0.001704768,0.001999885,0.001251765,0.005993107,0.07894745],"category_scores_gemma":[0.001354667,0.0004305565,0.001014217,0.001246878,0.001100268,0.001839932,0.001996425,0.004555707,0.02423269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001184289,"about_ca_system_score_gemma":0.0007375762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002190577,"about_ca_topic_score_gemma":0.004743365,"domain_scores_codex":[0.9996129,0.00003714226,0.00002961298,0.00009311285,0.00009910942,0.0001281261],"domain_scores_gemma":[0.9997908,0.00004526282,0.00002427395,0.00003816946,0.00002502143,0.00007635987],"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":[0.00004512625,0.00009073411,0.001810782,0.0001478375,0.00002174929,0.8395922,0.000258245,0.0003513072,0.001525944,0.01854033,0.09000003,0.04761579],"study_design_scores_gemma":[0.00001149319,0.00003075712,0.001262185,0.000209263,0.00001505168,0.7044408,0.0002276705,0.0002072835,0.0003760144,0.005734352,0.2874684,0.00001674684],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01807382,0.01160908,0.002889788,0.01618505,0.00631629,0.0001606588,0.0006284688,0.000368759,0.943768],"genre_scores_gemma":[0.198296,0.010231,0.005194027,0.01420315,0.006124862,0.0001623032,0.0007975911,0.0003656086,0.7646254],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07894745,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01911792706548032,"score_gpt":0.2735961970907482,"score_spread":0.2544782700252679,"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."}}