{"id":"W4233808134","doi":"10.13175/swjpcc125-15","title":"September 2015 Tucson pulmonary journal club: genomic classifier for lung cancer","year":2015,"lang":"en","type":"article","venue":"Southwest Journal of Pulmonary and Critical Care","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Club; Lung cancer; Medicine; Internal medicine; Anatomy","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":[0.001262116,0.0002780776,0.0004229284,0.001683693,0.0002893661,0.001150638,0.0004642708,0.0005125541,0.05594043],"category_scores_gemma":[0.003615453,0.0001194019,0.0001792034,0.0007077449,0.0003269142,0.0004620203,0.0004173621,0.0006573588,0.01817462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00092285,"about_ca_system_score_gemma":0.0008075755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002777019,"about_ca_topic_score_gemma":0.006995957,"domain_scores_codex":[0.9994184,0.0001538513,0.00006610111,0.00007162354,0.0002372628,0.00005288785],"domain_scores_gemma":[0.9988875,0.0003289606,0.00008193265,0.00007643018,0.0003369962,0.000288252],"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":[0.0008580033,0.0002910893,0.1361673,0.0003579938,0.00007225356,0.0008975831,0.00004646038,0.000436385,0.004117073,0.0007475292,0.4424749,0.4135334],"study_design_scores_gemma":[0.0003847275,0.0008933136,0.3954472,0.001080741,0.0001653991,0.01311051,0.0003730142,0.009800399,0.007359183,0.003543745,0.5677698,0.00007203242],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.3671542,0.06463183,0.01976966,0.0847055,0.01973416,0.002084012,0.07218306,0.007486759,0.3622507],"genre_scores_gemma":[0.7157689,0.0202768,0.02218106,0.00859806,0.007613211,0.000487252,0.03439981,0.0006263932,0.1900484],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.05594043,"threshold_uncertainty_score":0.1871393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03370004922601362,"score_gpt":0.3862232771888072,"score_spread":0.3525232279627936,"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."}}