{"id":"W4285013864","doi":"10.1200/jco.22.00824","title":"Therapy for Stage IV Non–Small-Cell Lung Cancer With Driver Alterations: ASCO Living Guideline","year":2022,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":113,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston General Hospital; Princess Margaret Cancer Centre; Queen's University; University Health Network; Juravinski Cancer Centre","funders":"","keywords":"Medicine; Crizotinib; Guideline; Anaplastic lymphoma kinase; Ceritinib; Alectinib; Lung cancer; Oncology; Intensive care medicine; Clinical trial; Internal medicine; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.003403425,0.0007042869,0.001367317,0.001688542,0.0006681831,0.001494319,0.002297997,0.003557034,0.007482957],"category_scores_gemma":[0.01136863,0.0004078494,0.003075412,0.001923608,0.0003927282,0.001190741,0.001114052,0.003329025,0.005696816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003507525,"about_ca_system_score_gemma":0.01035868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0339222,"about_ca_topic_score_gemma":0.08838427,"domain_scores_codex":[0.9968042,0.0009391585,0.0007290497,0.000171088,0.001099706,0.0002567377],"domain_scores_gemma":[0.9936544,0.0009060418,0.000899057,0.0001474673,0.003892496,0.0005006277],"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":[0.00005205935,0.00005056903,0.00107414,0.004971571,0.0002197063,0.00009087983,0.00007027453,0.0004487799,0.0003915074,0.001360414,0.879649,0.1116211],"study_design_scores_gemma":[0.0004101855,0.00008478107,0.004440641,0.02349021,0.0007033536,0.0003618959,0.00008135576,0.000537054,0.0002536387,0.003306508,0.9662803,0.00005003261],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.007610216,0.3338581,0.02192116,0.3472627,0.02256959,0.008655033,0.05880992,0.001936695,0.1973765],"genre_scores_gemma":[0.0529162,0.3976921,0.1055589,0.2292338,0.01227305,0.01128191,0.1040976,0.0008338721,0.08611269],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.0339222,"threshold_uncertainty_score":0.06744951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2918065190245192,"score_gpt":0.5659930437473555,"score_spread":0.2741865247228363,"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."}}