{"id":"W4409931474","doi":"10.3390/curroncol32050258","title":"A Population Survival Kinetics Assessment of Extensive Small Cell Lung Cancer and Rationale for Maintenance Therapy","year":2025,"lang":"en","type":"article","venue":"Current Oncology","topic":"Lung Cancer Research Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Lung cancer; Population; Cancer therapy; Oncology; Cancer; Bioinformatics; Intensive care medicine; Internal medicine; Biology; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.002629645,0.0002567657,0.0004103504,0.0007160256,0.0001890217,0.000857783,0.0004016249,0.0003501461,0.002438459],"category_scores_gemma":[0.005188637,0.0001485005,0.0003722459,0.0004392858,0.0002670015,0.0006532095,0.0002898271,0.0006123902,0.0004016602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008374107,"about_ca_system_score_gemma":0.0006485883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001105339,"about_ca_topic_score_gemma":0.001275162,"domain_scores_codex":[0.999531,0.0001511966,0.00003521119,0.00006964314,0.0001763894,0.00003650973],"domain_scores_gemma":[0.9980569,0.0009634838,0.0003332117,0.0001707335,0.0003334514,0.0001420609],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003276968,0.0005464677,0.6383322,0.000348218,0.0002115692,0.0008450911,0.0004569475,0.01829642,0.03915019,0.006536414,0.003213621,0.2887858],"study_design_scores_gemma":[0.0001170341,0.006481892,0.8766586,0.0001437735,0.0002456013,0.003433887,0.0003549623,0.06116807,0.01987156,0.006392315,0.02506276,0.00006951672],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9397979,0.004626065,0.03323,0.001071066,0.00004883191,0.0006794893,0.001479339,0.0004166358,0.01865068],"genre_scores_gemma":[0.9935094,0.0004698946,0.003866774,0.00008343811,0.0000261901,0.0001454081,0.0004522333,0.00002968559,0.001417109],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002629645,"threshold_uncertainty_score":0.01390702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1206616653799449,"score_gpt":0.5026773819871048,"score_spread":0.3820157166071599,"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."}}