{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000163913,0.0006815327,0.002080015,0.0001822306,0.0001517244,0.00004799599,0.0001438923,0.000459934,0.001952824],"category_scores_gemma":[0.000009554265,0.0004823193,0.0008494785,0.0003707935,0.00004860735,0.00009033563,0.00002304115,0.0003965577,0.00000736311],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003917699,"about_ca_system_score_gemma":0.001930716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001066644,"about_ca_topic_score_gemma":0.0002150875,"domain_scores_codex":[0.9975461,0.00006851782,0.0006137228,0.0008527469,0.000358797,0.0005601556],"domain_scores_gemma":[0.9984313,0.00009565864,0.0004650651,0.0006193218,0.0001796633,0.0002090246],"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":[0.00009011264,0.0001997434,0.0005996871,0.0285126,0.003089965,0.00001275368,0.000104075,0.000005176813,6.090952e-7,0.0001470774,0.08326677,0.8839715],"study_design_scores_gemma":[0.00283693,0.0001479079,0.00004985133,0.02109438,0.005402503,0.00001033993,0.000008946137,0.00001844239,0.00001913789,0.000003751204,0.9699501,0.0004576718],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004476224,0.9882208,0.00004706513,0.0003709419,0.003312031,0.006239463,0.0005614968,0.00008990592,0.001113576],"genre_scores_gemma":[0.00001443522,0.9592796,0.0001150753,0.0006949355,0.00184062,0.01859485,0.0002838955,0.0001931731,0.01898341],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8866833,"threshold_uncertainty_score":0.9999061,"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."}}