{"id":"W4382023243","doi":"10.3390/curroncol30070449","title":"Management of Very Early Small Cell Lung Cancer: A Canadian Survey Study","year":2023,"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":"Ottawa Hospital; University of Ottawa","funders":"Ottawa Hospital Research Institute","keywords":"Medicine; Radiation therapy; Chemoradiotherapy; Lung cancer; Lesion; Stage (stratigraphy); Internal medicine; Surgery; Family medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.001455504,0.0003556979,0.0003861919,0.001493144,0.003002351,0.00116048,0.001193869,0.0006438497,0.002404042],"category_scores_gemma":[0.00405111,0.0004652818,0.0007315289,0.005924772,0.0007111449,0.0006704058,0.001037897,0.0008862637,0.0003404863],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02462971,"about_ca_system_score_gemma":0.03080183,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9910187,"about_ca_topic_score_gemma":0.9940273,"domain_scores_codex":[0.9981822,0.00016065,0.0001587775,0.0002155027,0.0007701874,0.0005127629],"domain_scores_gemma":[0.9948412,0.0002593957,0.0008818792,0.000134045,0.002657681,0.001225871],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004619126,0.00006419961,0.9943024,0.00005539194,0.00002774478,0.00005291694,0.001436354,0.00004564297,0.00008408682,0.0000577913,0.001217526,0.002609791],"study_design_scores_gemma":[0.000008167614,0.00004084298,0.9955158,0.00003113652,0.00001445354,0.00004396278,0.002954165,0.0001737573,0.00002352803,0.000009658658,0.001172825,0.00001165088],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894315,0.0003742365,0.00008841867,0.0006078402,0.00001358843,0.0001585599,0.005554533,0.000006291784,0.003765068],"genre_scores_gemma":[0.9963287,0.0005043148,0.0001900044,0.0002986949,0.000007834166,0.00005516024,0.001976685,0.000004097591,0.0006345564],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9753703,"threshold_uncertainty_score":0.1787019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1791305959050588,"score_gpt":0.4761600256705797,"score_spread":0.2970294297655209,"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."}}