{"id":"W1967943169","doi":"10.1093/icvts/ivu167.70","title":"F-070 * LESS IS MORE: THE DECREASING RATE OF THORACOTOMY AND PNEUMONECTOMY IN LUNG CANCER SURGERY WITHIN CANADA","year":2014,"lang":"en","type":"article","venue":"Interactive Cardiovascular and Thoracic Surgery","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Pneumonectomy; Thoracotomy; Lung cancer; Surgery; Lung cancer surgery; Lung; General surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004314065,0.0002222976,0.000253236,0.001133193,0.001393937,0.00123672,0.0007621497,0.00123754,0.03244827],"category_scores_gemma":[0.001917164,0.0002025382,0.0005157062,0.002557351,0.0005414567,0.0004606624,0.0005393454,0.001216389,0.002490686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01402087,"about_ca_system_score_gemma":0.03372241,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9605325,"about_ca_topic_score_gemma":0.9829087,"domain_scores_codex":[0.9994499,0.00002258699,0.00002044531,0.00006846521,0.0001876166,0.0002509106],"domain_scores_gemma":[0.9965191,0.00007771725,0.0002676324,0.00002826379,0.001266277,0.001841115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004718637,0.0001208951,0.5539789,0.0003758034,0.00008043995,0.0002793401,0.0003552409,0.000459733,0.001046212,0.0009258206,0.3435271,0.09837873],"study_design_scores_gemma":[0.00001660195,0.00004330739,0.9644255,0.0001429524,0.00002301282,0.0001888568,0.0009348181,0.0002158234,0.0001655552,0.00006719425,0.03375994,0.000016363],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6150367,0.04262929,0.0008730938,0.1477169,0.007804845,0.0001912838,0.05144247,0.0008255414,0.13348],"genre_scores_gemma":[0.8695144,0.0121771,0.001129494,0.0108656,0.001047168,0.00004960247,0.01116746,0.0002723153,0.09377688],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03946751,"threshold_uncertainty_score":0.1085503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0175923121008857,"score_gpt":0.2964412336419645,"score_spread":0.2788489215410788,"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."}}