{"id":"W4394609958","doi":"10.3390/curroncol31040159","title":"Evolution of Diagnoses, Survival, and Costs of Oncological Medical Treatment for Non-Small-Cell Lung Cancer over 20 Years in Osona, Catalonia","year":2024,"lang":"en","type":"article","venue":"Current Oncology","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Lung cancer; Immunotherapy; Adenocarcinoma; Pathological; Internal medicine; Medical diagnosis; Oncology; Cancer; Epidemiology; Chemotherapy; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008959434,0.0002722841,0.0002725124,0.001321109,0.0002639694,0.0009844139,0.0005760048,0.000487295,0.0007657927],"category_scores_gemma":[0.002810693,0.0002193358,0.0005251101,0.001410474,0.0002859707,0.0003531277,0.0006733718,0.0004639536,0.0001186986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003842785,"about_ca_system_score_gemma":0.001058447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09103733,"about_ca_topic_score_gemma":0.07637875,"domain_scores_codex":[0.9991041,0.0002367136,0.0001483091,0.0001662635,0.0001481683,0.0001964996],"domain_scores_gemma":[0.9980426,0.0002967699,0.001114434,0.00007646945,0.0002342356,0.0002354082],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001620272,0.00003971317,0.9934522,0.00004528324,0.0001173248,0.0002700356,0.0001577855,0.0008365031,0.00009707238,0.00005097123,0.0004996017,0.004271543],"study_design_scores_gemma":[0.000002651263,0.00002209676,0.9991218,0.00001267646,0.00001237885,0.000103839,0.0001607865,0.0002582431,0.000008034758,0.000009435747,0.0002842307,0.000003759955],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960909,0.001662048,0.00004646197,0.000143808,0.00001395221,0.000005692116,0.001627588,0.000004071822,0.0004055157],"genre_scores_gemma":[0.9971738,0.0006863864,0.00007541209,0.00004723305,0.00001557002,0.000008593513,0.001745198,0.000002686175,0.0002451287],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09103733,"threshold_uncertainty_score":0.1810149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04969014093569048,"score_gpt":0.4436744220795795,"score_spread":0.3939842811438891,"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."}}