{"id":"W2566668657","doi":"10.3747/co.23.3430","title":"Controlled Settings for Lung Cancer Screening: Why Do They Matter? Considerations for Referring Clinicians","year":2016,"lang":"en","type":"article","venue":"Current Oncology","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Terry Fox Research Institute; University of British Columbia; Canadian Partnership Against Cancer","funders":"","keywords":"Medicine; Lung cancer; Intensive care medicine; Medical physics; Family medicine; Pathology","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":[0.1653187,0.001073587,0.007515548,0.002092952,0.005493499,0.01674053,0.006662854,0.01355695,0.01788127],"category_scores_gemma":[0.4515512,0.001430909,0.002872736,0.003930263,0.008113768,0.01847712,0.00530986,0.01632487,0.004697034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008436464,"about_ca_system_score_gemma":0.02233118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02608362,"about_ca_topic_score_gemma":0.05381233,"domain_scores_codex":[0.815496,0.1376645,0.02122684,0.004639701,0.01863288,0.002340199],"domain_scores_gemma":[0.4772922,0.399643,0.02793439,0.0149033,0.06511652,0.01511045],"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":[0.002788756,0.0005184053,0.01307031,0.01969582,0.001143398,0.001290491,0.00738236,0.0004990155,0.0004358547,0.04106489,0.6431814,0.2689293],"study_design_scores_gemma":[0.005349203,0.001562965,0.02382422,0.1172974,0.002507816,0.002912619,0.01406187,0.001475418,0.0008074194,0.1248597,0.7045448,0.0007965221],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002563967,0.182131,0.005630824,0.7804896,0.01244222,0.0009931136,0.000857377,0.000202148,0.01468979],"genre_scores_gemma":[0.07343014,0.1401255,0.05029946,0.6869775,0.03773855,0.007073026,0.001015355,0.0004139264,0.002926606],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1653187,"threshold_uncertainty_score":0.874299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1337432643196168,"score_gpt":0.4655116537907096,"score_spread":0.3317683894710928,"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."}}