{"id":"W4320914516","doi":"10.6004/jnccn.2022.7089","title":"Small Cell Lung Cancer in Light/Never Smokers – A Role for Molecular Testing?","year":2023,"lang":"en","type":"article","venue":"Journal of the National Comprehensive Cancer Network","topic":"Lung Cancer Research Studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Lung cancer; Chemotherapy; Oncology; Disease; Cancer; Internal medicine; Incidence (geometry); Cancer research","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":[0.0003450488,0.0001686163,0.0003932996,0.0002014501,0.0001438837,0.00002219384,0.0002776043,0.00006727328,0.00002965415],"category_scores_gemma":[0.0004235849,0.0001179135,0.0002380025,0.001210507,0.00006246344,0.00008346399,0.0001166801,0.0004638744,0.000001970358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001003005,"about_ca_system_score_gemma":0.001109263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007441809,"about_ca_topic_score_gemma":0.00005105719,"domain_scores_codex":[0.9980019,0.00008439272,0.0004356136,0.0001907731,0.000865421,0.0004219388],"domain_scores_gemma":[0.9961585,0.0006137631,0.0003535908,0.0001110231,0.002653064,0.0001100316],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.001192744,0.00009247784,0.1284083,0.0005426728,0.0009817102,0.00007075741,0.0005565541,0.4775893,0.02773071,0.00020099,0.3611719,0.001461899],"study_design_scores_gemma":[0.01491439,0.0007492926,0.5986931,0.006313656,0.0009330612,0.0001091616,0.0006731727,0.05923339,0.01195662,0.00879323,0.2968146,0.0008163208],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8498585,0.08503763,0.0001321395,0.05427388,0.003864271,0.002853972,0.0001378222,0.00007031859,0.003771444],"genre_scores_gemma":[0.9825959,0.001698642,0.001255787,0.008066009,0.00397822,0.0003772636,0.000004530333,0.00008059985,0.001943049],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4702849,"threshold_uncertainty_score":0.4808373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06197872644611645,"score_gpt":0.3700732946235917,"score_spread":0.3080945681774753,"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."}}