{"id":"W4400270477","doi":"10.1200/jco.2024.42.16_suppl.e20530","title":"What is a bad ALK? A scoping review of molecular markers of poor prognosis.","year":2024,"lang":"en","type":"review","venue":"Journal of Clinical Oncology","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital du Sacré-Cœur de Montréal; University Health Network; Princess Margaret Cancer Centre; McMaster University","funders":"","keywords":"Medicine; Crizotinib; Internal medicine; Oncology; Lung cancer","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":[0.007494858,0.001554086,0.006197449,0.02000231,0.0008742323,0.00317907,0.00215546,0.002832402,0.006480786],"category_scores_gemma":[0.03811809,0.001153027,0.004658978,0.01930364,0.001221124,0.003761073,0.001819759,0.001422079,0.0008287205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004420894,"about_ca_system_score_gemma":0.01369743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01198286,"about_ca_topic_score_gemma":0.02493441,"domain_scores_codex":[0.9947345,0.001464564,0.002383055,0.0003867693,0.0008626966,0.0001684215],"domain_scores_gemma":[0.971788,0.0198107,0.004990099,0.000315236,0.00281717,0.0002788129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001319177,0.00001080141,0.000538793,0.9099973,0.002045895,0.0001412259,0.0002884024,0.0001184307,0.0001474508,0.000492327,0.004827025,0.08126044],"study_design_scores_gemma":[0.00003752201,0.00005656341,0.001297491,0.9677179,0.008339787,0.0002728555,0.0002402935,0.00004776331,0.00006418038,0.0003184805,0.02158723,0.00001992184],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003457179,0.9981605,0.0000836272,0.0004822628,0.000150678,0.0001457443,0.0003012241,0.000005534422,0.0003246951],"genre_scores_gemma":[0.003508477,0.9950277,0.000245305,0.0005079036,0.00007647015,0.0002586558,0.0002263298,0.000003402862,0.0001456389],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02000231,"threshold_uncertainty_score":0.03963703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.160782400764225,"score_gpt":0.5981349064903068,"score_spread":0.4373525057260818,"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."}}