{"id":"W2189519806","doi":"","title":"Lung cancer screening in Canada What do we know? What will we do?","year":2014,"lang":"en","type":"article","venue":"","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lung cancer; Stage (stratigraphy); Medicine; Cancer; Lung disease; Disease; Lung; Resection; Lung cancer screening; Oncology; General surgery; Intensive care medicine; Surgery; Internal medicine; Biology","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":[0.001657263,0.0002619694,0.0005763582,0.001635098,0.003870652,0.002958928,0.001324733,0.001744592,0.006495263],"category_scores_gemma":[0.007994826,0.0003122875,0.000501478,0.004014728,0.001610007,0.001294,0.001046091,0.002525171,0.0005547302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07788145,"about_ca_system_score_gemma":0.2151764,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9948761,"about_ca_topic_score_gemma":0.9972789,"domain_scores_codex":[0.9974426,0.0002424607,0.0001832717,0.0001798582,0.00109012,0.0008617737],"domain_scores_gemma":[0.984632,0.0009851141,0.0007659509,0.00009454312,0.007045207,0.006477067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000220986,0.0002911002,0.4270199,0.00181938,0.0001894678,0.001016092,0.002260802,0.000471138,0.000351269,0.004979558,0.3184733,0.242907],"study_design_scores_gemma":[0.0001654159,0.0001503985,0.8054814,0.006183165,0.0002769588,0.0008509672,0.0113421,0.001575319,0.0003084316,0.002302801,0.1711507,0.0002122833],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.110415,0.09331147,0.0004642516,0.7245352,0.003386704,0.000205526,0.0124271,0.0001923038,0.05506241],"genre_scores_gemma":[0.7856898,0.09804627,0.001816092,0.09400968,0.001361901,0.0001100752,0.004453742,0.00009018342,0.01442233],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.07788145,"threshold_uncertainty_score":0.5650721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01005744095943636,"score_gpt":0.27558687251359,"score_spread":0.2655294315541536,"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."}}