{"id":"W4406738245","doi":"10.1016/s1052-3359(25)00558-7","title":"Small-Cell Lung Cancer","year":2001,"lang":"en","type":"article","venue":"Chest Surgery Clinics of North America","topic":"Lung Cancer Research Studies","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Medicine; Lung cancer; Cancer; 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":[],"consensus_categories":[],"category_scores_codex":[0.0003063251,0.0002040028,0.0008278818,0.0001705507,0.00007287673,0.000007968274,0.0001470013,0.00005892617,0.0002846044],"category_scores_gemma":[0.000757486,0.0001777756,0.0003284381,0.0007187486,0.0003308508,0.00005907715,0.0001176341,0.0003259057,0.00004143551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001177744,"about_ca_system_score_gemma":0.0007798391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004538087,"about_ca_topic_score_gemma":0.0001451548,"domain_scores_codex":[0.998031,0.0000515128,0.0006275614,0.0003648994,0.0004189873,0.0005060689],"domain_scores_gemma":[0.9973152,0.001221452,0.0003179711,0.0005209928,0.0003466603,0.000277744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002324487,0.0002566642,0.8913307,0.0004347016,0.0001818075,0.0001040258,0.0001208363,0.00002715796,0.00002471781,3.321163e-7,0.01950336,0.08778327],"study_design_scores_gemma":[0.0006001141,0.0001422365,0.7556282,0.0002026307,0.0002036472,0.000008768574,0.0000778675,0.0002278771,0.0002072812,0.000004323583,0.2424654,0.000231599],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865847,0.007201808,0.00009288194,0.002015884,0.0003784628,0.0003539034,0.00003367329,0.00007518517,0.003263477],"genre_scores_gemma":[0.9485187,0.04672112,0.0004462078,0.001362309,0.000413263,0.0001040612,0.00004817309,0.00005031478,0.002335839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2229621,"threshold_uncertainty_score":0.7249479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06512340970010452,"score_gpt":0.3656849645134011,"score_spread":0.3005615548132966,"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."}}