{"id":"W3212218611","doi":"10.46747/cfp.6711817","title":"Lung cancer screening primer","year":2021,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cancer Care Ontario","funders":"","keywords":"Lung cancer screening; Overdiagnosis; Medicine; Lung cancer; Cancer screening; Family medicine; Cancer; National Lung Screening Trial; Randomized controlled trial; MEDLINE; Intensive care medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.003507406,0.0006028527,0.0007558668,0.00295487,0.0009553264,0.002888847,0.001553452,0.003740805,0.1646566],"category_scores_gemma":[0.01877953,0.0003637875,0.001305973,0.002146048,0.001005725,0.00376616,0.002118934,0.004123863,0.07106854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002486163,"about_ca_system_score_gemma":0.007025195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008475015,"about_ca_topic_score_gemma":0.01379868,"domain_scores_codex":[0.9974953,0.0007209057,0.0003838704,0.0002686234,0.0009072588,0.0002240709],"domain_scores_gemma":[0.9889481,0.003520789,0.0007106135,0.0004923804,0.005144178,0.001183835],"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":[0.00002926097,0.00001562965,0.0002789095,0.001201468,0.00001082593,0.00005432896,0.00006613502,0.00001727415,0.00008696684,0.003124829,0.8906481,0.1044663],"study_design_scores_gemma":[0.00001274259,0.00001426738,0.0006760068,0.002165266,0.00001148786,0.0002225149,0.00005721482,0.00001189488,0.00004051307,0.0010759,0.9957064,0.000005878559],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001115513,0.189753,0.005465217,0.3140525,0.1174415,0.001298142,0.01744888,0.001614605,0.3518106],"genre_scores_gemma":[0.01511474,0.1742527,0.01217806,0.4030628,0.06429859,0.002343564,0.02390928,0.001110964,0.3037292],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1646566,"threshold_uncertainty_score":0.5508311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02019798332374107,"score_gpt":0.285301085451262,"score_spread":0.265103102127521,"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."}}