{"id":"W1729311299","doi":"10.1111/resp.12567","title":"<scp>MDT</scp> lung cancer care: Input from the <scp>S</scp>urgical <scp>O</scp>ncologist","year":2015,"lang":"en","type":"review","venue":"Respirology","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Lung cancer; Biopsy; Lung; Radiology; Stage (stratigraphy); Surgical resection; Cancer; Lung cancer screening; Lung biopsy; Oncology; Internal medicine","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":[0.0006182654,0.0003428178,0.0005396262,0.001152238,0.0003207909,0.0008584077,0.0004795621,0.0009241429,0.009701593],"category_scores_gemma":[0.001958959,0.000116395,0.000375061,0.00100458,0.000305275,0.0009705588,0.0006864759,0.001515972,0.003980636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005126179,"about_ca_system_score_gemma":0.001707661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001419534,"about_ca_topic_score_gemma":0.004004306,"domain_scores_codex":[0.9997475,0.00007326426,0.00003292358,0.00002341528,0.00009870911,0.0000243252],"domain_scores_gemma":[0.99897,0.0004454205,0.00007922007,0.00002451908,0.0003605951,0.0001202042],"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":[0.00001885567,0.00003011763,0.0004975657,0.0095208,0.00003552327,0.000278361,0.0001155851,0.00007798616,0.0005628753,0.0014596,0.1098193,0.8775834],"study_design_scores_gemma":[0.000007336187,0.00001866132,0.001862163,0.00698241,0.00003116778,0.001676024,0.0001446291,0.00002860454,0.0001435421,0.0007221609,0.9883757,0.000007522839],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003284899,0.9818855,0.0002737471,0.006383501,0.001317153,0.00001204234,0.00004871298,0.00002676643,0.009724142],"genre_scores_gemma":[0.002800287,0.9899592,0.0005671938,0.002284672,0.001181896,0.00001225939,0.0000852009,0.000007249843,0.00310212],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009701593,"threshold_uncertainty_score":0.03245503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05041269781946058,"score_gpt":0.3787413573269178,"score_spread":0.3283286595074573,"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."}}