{"id":"W1853394841","doi":"10.1016/j.ccm.2013.04.005","title":"Early Lung Cancer","year":2013,"lang":"en","type":"review","venue":"Clinics in Chest Medicine","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Autofluorescence; Lung cancer; Radiology; Bronchoscopy; Malignancy; Carcinoma in situ; Dysplasia; Cancer; Optical coherence tomography; Pathology; Carcinoma; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0005606213,0.0007908707,0.001638277,0.002928405,0.0002987284,0.001019583,0.0006411576,0.0009045584,0.00918324],"category_scores_gemma":[0.001882374,0.0003419912,0.0007462334,0.002724385,0.0003892842,0.001306531,0.0009270096,0.001442777,0.001830443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008771218,"about_ca_system_score_gemma":0.002144446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002792381,"about_ca_topic_score_gemma":0.01041806,"domain_scores_codex":[0.9996623,0.00007395239,0.00007232145,0.00005805077,0.00009580122,0.00003761618],"domain_scores_gemma":[0.999276,0.0003379294,0.000157099,0.00002031227,0.0001540593,0.00005459728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007368928,0.00005281142,0.0005527967,0.0451486,0.0001665354,0.0001331111,0.00005155804,0.0001280999,0.000442048,0.0009630065,0.05129324,0.9009945],"study_design_scores_gemma":[0.0001004649,0.0001536545,0.004276795,0.04352238,0.001124783,0.001987138,0.0001310699,0.00009382318,0.0003787744,0.0009836886,0.9472162,0.00003122241],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007143182,0.9984907,0.00003729148,0.0002263853,0.0002212613,0.000006093922,0.00002768449,0.000004065304,0.0009151643],"genre_scores_gemma":[0.001079521,0.9974356,0.00009961521,0.0005387058,0.0002242914,0.000007798003,0.00005273316,0.000001118412,0.0005605338],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00918324,"threshold_uncertainty_score":0.03072095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1227344575827872,"score_gpt":0.4846639728259136,"score_spread":0.3619295152431263,"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."}}