{"id":"W2125247967","doi":"10.1183/09031936.00124608","title":"Early proximal lung cancer diagnosis and treatment","year":2009,"lang":"en","type":"review","venue":"European Respiratory Journal","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; BC Cancer Agency; University of British Columbia","funders":"","keywords":"Medicine; Lung cancer; Stage (stratigraphy); Lung; Cancer; Treatment of lung cancer; Oncology; Internal medicine; Radiology","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":[0.0003376946,0.000642424,0.001479565,0.001371215,0.0002549551,0.0005556266,0.0007627989,0.0007980604,0.00367365],"category_scores_gemma":[0.0006071488,0.00015789,0.0004065768,0.0009309079,0.0003795808,0.0006303549,0.0004015361,0.001092052,0.002977053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004752641,"about_ca_system_score_gemma":0.0007748374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001141062,"about_ca_topic_score_gemma":0.00184924,"domain_scores_codex":[0.9998247,0.00003022436,0.00001997663,0.00003488507,0.00007063059,0.00001954002],"domain_scores_gemma":[0.9998258,0.0000678524,0.00002883438,0.000006994203,0.00004822384,0.00002228964],"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":[0.00003353422,0.00006504369,0.0004275202,0.005923918,0.00003625029,0.000431488,0.00002720324,0.0002522179,0.001205486,0.0007462942,0.0210813,0.9697697],"study_design_scores_gemma":[0.00002282656,0.0001799006,0.005120871,0.005165246,0.0001217927,0.010714,0.0001030865,0.0001619277,0.001189262,0.001815287,0.9753828,0.00002295667],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002210039,0.9969734,0.0003135047,0.0002800006,0.0001802158,0.000009144008,0.00001604291,0.00001364404,0.001992962],"genre_scores_gemma":[0.002283291,0.995348,0.0004108736,0.0002142299,0.0002930365,0.00001104613,0.00004284957,0.000001927695,0.001394737],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00367365,"threshold_uncertainty_score":0.01228958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06977169375107543,"score_gpt":0.370437110180641,"score_spread":0.3006654164295655,"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."}}