{"id":"W1974498632","doi":"10.1016/s0169-5002(03)00300-3","title":"Induction treatment before surgery for non-small cell lung cancer","year":2003,"lang":"en","type":"review","venue":"Lung Cancer","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Stage (stratigraphy); Induction chemotherapy; Radiation therapy; Clinical trial; Disease; Chemotherapy; Randomized controlled trial; Lung cancer; Surgery; Standard of care; Oncology; Cancer; 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":[0.0003712313,0.000571292,0.001801691,0.001109034,0.0001730509,0.0004159585,0.0007141345,0.0005311093,0.005457316],"category_scores_gemma":[0.0008524529,0.0002127642,0.0006973253,0.001229648,0.000232611,0.0005152816,0.0002653213,0.001220166,0.001210368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000475171,"about_ca_system_score_gemma":0.0008810846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009858683,"about_ca_topic_score_gemma":0.003539736,"domain_scores_codex":[0.9998516,0.0000335937,0.00003571403,0.00003296028,0.00003414493,0.00001197574],"domain_scores_gemma":[0.999582,0.0002450245,0.0001072026,0.00001187403,0.0000327056,0.0000211655],"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":[0.0004054888,0.000150872,0.0003676824,0.03599105,0.000230652,0.0002393199,0.00003057119,0.0001806392,0.001385013,0.0003090329,0.01220339,0.9485062],"study_design_scores_gemma":[0.00085997,0.00191368,0.01696678,0.02675522,0.002470393,0.00688641,0.000122391,0.0001534829,0.003023642,0.0006315457,0.9401622,0.00005427476],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006062152,0.9978349,0.0001072367,0.000103093,0.0001747064,0.00001467114,0.0000389619,0.000007457044,0.001112878],"genre_scores_gemma":[0.003230618,0.9951585,0.0002313095,0.0003229643,0.0001749378,0.00002154563,0.00008229924,0.000002494126,0.0007753169],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005457316,"threshold_uncertainty_score":0.01825655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04540205712742559,"score_gpt":0.3675593002565891,"score_spread":0.3221572431291635,"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."}}