{"id":"W4242755244","doi":"10.1002/9780471420194.tnmc21.pub3","title":"Lung","year":2017,"lang":"en","type":"other","venue":"TNM Online","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Lung; Medicine; Bronchus; Radiology; Physical examination; Upper endoscopy; Endoscopy; Pathology; Internal medicine; Respiratory disease","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000287755,0.0006004142,0.0003433165,0.00160299,0.0005919893,0.001372345,0.0004902296,0.0005740816,0.2155791],"category_scores_gemma":[0.0006575547,0.000148107,0.0005588373,0.001132335,0.0002319552,0.000571927,0.0007905923,0.0008416822,0.1111627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008271919,"about_ca_system_score_gemma":0.001058106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002368899,"about_ca_topic_score_gemma":0.00312465,"domain_scores_codex":[0.9997591,0.00002798709,0.00002065159,0.00004125705,0.00008743202,0.00006350686],"domain_scores_gemma":[0.9996719,0.00003283145,0.00003588139,0.00004949498,0.00009723233,0.000112665],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003990336,0.0002195411,0.01350696,0.001197735,0.00009531244,0.002044662,0.00005437295,0.0002890582,0.007356056,0.007873648,0.3614326,0.605531],"study_design_scores_gemma":[0.00004490812,0.00008278786,0.01112162,0.0002744884,0.00004235934,0.003913485,0.00003671994,0.0001255563,0.002117525,0.00180115,0.9804301,0.00000939554],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01476533,0.03487024,0.003714462,0.003511782,0.002606469,0.0004014578,0.03347687,0.001524947,0.9051285],"genre_scores_gemma":[0.1163012,0.02297965,0.003544821,0.003260663,0.002407456,0.0002776982,0.06790123,0.0004122506,0.7829149],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7844209,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02003203507696494,"score_gpt":0.355997439036177,"score_spread":0.3359654039592121,"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."}}