{"id":"W4366336901","doi":"10.46747/cfp.6904266","title":"Lung cancer crash course","year":2023,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cancer Care Ontario","funders":"","keywords":"Lung cancer; Medicine; Lung; Cancer; Crash; Survival rate; Mortality rate; Pathology; Oncology; Internal medicine; Computer science","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":[0.0003947342,0.0003850456,0.0004083614,0.0005956375,0.004840551,0.001940914,0.001174771,0.002279564,0.1763666],"category_scores_gemma":[0.002338006,0.0001723333,0.0005850825,0.0005720761,0.0004188284,0.001029889,0.001697225,0.003602776,0.03658823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0103434,"about_ca_system_score_gemma":0.01929334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.397491,"about_ca_topic_score_gemma":0.6733857,"domain_scores_codex":[0.9993291,0.00001957501,0.00001912666,0.00005714546,0.0003619265,0.0002130806],"domain_scores_gemma":[0.9973077,0.00004258105,0.00005191019,0.00004033061,0.0009084226,0.001649022],"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":[0.00002037851,0.00003242217,0.002580482,0.00003247703,0.000004897466,0.0002562766,0.00003183633,0.0000260512,0.00006861083,0.001128902,0.9705188,0.02529888],"study_design_scores_gemma":[0.00001969895,0.00002913724,0.008255422,0.0001482319,0.000009624584,0.0006386171,0.0001486431,0.00006959763,0.00007698144,0.000763327,0.9898302,0.00001050378],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.007805264,0.01005453,0.0007020572,0.2618499,0.01759764,0.0003843736,0.01938451,0.0009337344,0.6812881],"genre_scores_gemma":[0.08900154,0.01739503,0.001862675,0.1499437,0.01374439,0.0002698747,0.02399443,0.0004521633,0.7033362],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.397491,"threshold_uncertainty_score":0.7903546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01712714929640171,"score_gpt":0.3274974886655304,"score_spread":0.3103703393691287,"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."}}