{"id":"W6980363098","doi":"","title":"Canadian Surgery Forum 2008: Canadian Association of Thoracic Surgeons","year":2008,"lang":"en","type":"article","venue":"PubMed Central","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Association (psychology); MEDLINE; Cardiothoracic surgery; Surgical procedures","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001498307,0.001202424,0.001056579,0.003613319,0.003731687,0.004874721,0.001829927,0.003782158,0.2843823],"category_scores_gemma":[0.004583868,0.0005619014,0.0006981312,0.005171923,0.001613868,0.001622636,0.001295653,0.003293501,0.08619464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01386214,"about_ca_system_score_gemma":0.07719254,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7622765,"about_ca_topic_score_gemma":0.8895522,"domain_scores_codex":[0.9983918,0.0000419333,0.00007660293,0.00009730324,0.001087071,0.0003051319],"domain_scores_gemma":[0.9894525,0.0002410962,0.0002496842,0.0001496298,0.007952263,0.001954776],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007483621,0.000003519008,0.00007610237,0.00005594295,0.000001384361,0.00001498267,0.000005147451,0.00001999799,0.00002030348,0.0002991811,0.9859949,0.01350104],"study_design_scores_gemma":[0.000008455273,0.000003014176,0.0009273968,0.00007888163,0.000004413263,0.00003786074,0.00004308689,0.00003993998,0.00002485491,0.0002002411,0.9986249,0.000006916503],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001502632,0.06154735,0.001086828,0.1704416,0.1957798,0.0002733123,0.01752168,0.001250621,0.5505963],"genre_scores_gemma":[0.008121608,0.03764599,0.001157776,0.008298516,0.01136369,0.0001018554,0.004934643,0.0002171659,0.9281588],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2843823,"threshold_uncertainty_score":0.9513537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01553650754862257,"score_gpt":0.2374369464109985,"score_spread":0.2219004388623759,"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."}}