{"id":"W2050506643","doi":"10.1016/j.lungcan.2003.08.012","title":"Induction therapy for stage III lung cancer","year":2003,"lang":"en","type":"review","venue":"Lung Cancer","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Medicine; Stage (stratigraphy); Induction therapy; Lung cancer; Radiation therapy; Disease; Induction chemotherapy; Surgery; Chemotherapy; Pneumonectomy; Oncology; Internal medicine","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":[0.0003914661,0.000588703,0.001733842,0.001333178,0.0001733399,0.0004154694,0.0007333551,0.0004530153,0.00451905],"category_scores_gemma":[0.0007058918,0.0001817448,0.0006583664,0.001618221,0.0002074321,0.0005018003,0.0003167279,0.0009501469,0.001033233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005053879,"about_ca_system_score_gemma":0.0007473799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001204215,"about_ca_topic_score_gemma":0.00398496,"domain_scores_codex":[0.9998847,0.00002747955,0.00002677493,0.00002260081,0.00002930549,0.000009035974],"domain_scores_gemma":[0.9997099,0.0001582225,0.0000799497,0.000008738315,0.00002862081,0.00001455066],"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":[0.0002054923,0.00008641598,0.0002355162,0.03298733,0.0001978751,0.0001433167,0.00002999031,0.0002586354,0.001048528,0.0003473931,0.01653044,0.947929],"study_design_scores_gemma":[0.0004435618,0.0008871169,0.007294602,0.02174885,0.002079588,0.003390182,0.00008323867,0.0001680645,0.001639485,0.0006233013,0.9616075,0.00003447839],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003074854,0.9982753,0.00009898029,0.00009888312,0.000113211,0.00001504671,0.00004048274,0.000007211363,0.001043462],"genre_scores_gemma":[0.001868678,0.9968458,0.0001966802,0.000237714,0.00009484412,0.00001799191,0.00005955707,0.000001837877,0.000676956],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00451905,"threshold_uncertainty_score":0.0151177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05736270721518764,"score_gpt":0.431445474495294,"score_spread":0.3740827672801063,"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."}}