{"id":"W2048406913","doi":"10.1111/j.1445-5994.2007.01523.x","title":"Management of stages I and II non‐small‐cell lung cancer in a New Zealand study: divergence from international practice and recommendations","year":2008,"lang":"en","type":"article","venue":"Internal Medicine Journal","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Comorbidity; Lung cancer; Stage (stratigraphy); Cancer; Radiation therapy; Audit; Curative treatment; Internal medicine; General surgery; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002148358,0.0001336547,0.0002912807,0.0001689373,0.0000717938,0.0000113558,0.00009620463,0.00002708469,0.0007664117],"category_scores_gemma":[0.00004470208,0.00009620686,0.00002806649,0.00008735949,0.00005533886,0.0001449612,0.0001201381,0.0002612123,5.980361e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001973868,"about_ca_system_score_gemma":0.0000959872,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006887349,"about_ca_topic_score_gemma":0.0004826104,"domain_scores_codex":[0.9988621,0.00003966203,0.0004327158,0.0002035902,0.0003323974,0.0001295752],"domain_scores_gemma":[0.9991971,0.0001273883,0.0002645907,0.0001001428,0.0001183315,0.0001924327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003900543,0.0006086683,0.9558719,0.00003074866,0.0007250482,0.0008611017,0.007796839,0.000008152203,0.0000708677,0.000003614862,0.02171918,0.01191387],"study_design_scores_gemma":[0.01079119,0.001324361,0.9698329,0.002902347,0.0006760267,0.0005511474,0.003787023,0.0001579298,0.0001225004,0.00002864017,0.00972909,0.0000968286],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9721869,0.004346343,0.0001602672,0.02104011,0.0006802551,0.0003218816,0.00001361923,0.000004862609,0.001245792],"genre_scores_gemma":[0.9545097,0.03911478,0.001333049,0.0002442294,0.0003977942,0.00001592289,0.000003926916,0.00001056598,0.004370017],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03476844,"threshold_uncertainty_score":0.9997259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02066351260435845,"score_gpt":0.3517085332880525,"score_spread":0.3310450206836941,"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."}}