{"id":"W4375863280","doi":"10.5603/njo.a2023.0012","title":"Non-smoking lung cancer and environmental exposure","year":2023,"lang":"en","type":"article","venue":"Nowotwory Journal of Oncology","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lung cancer; Environmental health; Medicine; Quarter (Canadian coin); Cancer; Tobacco control; Tobacco smoke; Oncology; Public health; Internal medicine; Pathology; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006042445,0.0002172857,0.0002933905,0.0007463198,0.0003348227,0.001300762,0.0004221254,0.0007646774,0.009720962],"category_scores_gemma":[0.002314954,0.0001141002,0.0004317513,0.001127454,0.0005356128,0.0006319438,0.0008208667,0.0009516666,0.000809948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004285312,"about_ca_system_score_gemma":0.0007524166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004927467,"about_ca_topic_score_gemma":0.008156954,"domain_scores_codex":[0.9991772,0.000271368,0.00006312918,0.00013267,0.0002442386,0.00011136],"domain_scores_gemma":[0.9980129,0.0006563983,0.000708991,0.00008870628,0.000207064,0.0003259532],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002042333,0.0002532301,0.920198,0.000693844,0.0004641451,0.0007973266,0.0002237161,0.0002920871,0.0008559598,0.005027223,0.004964282,0.06602596],"study_design_scores_gemma":[0.000005566531,0.0001296077,0.9628104,0.0002724901,0.0001215626,0.001700758,0.000312901,0.0001978807,0.0002160707,0.003903446,0.03031437,0.00001493201],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5005652,0.3715406,0.002905529,0.02456858,0.00112786,0.0001172463,0.004068301,0.00008114103,0.09502553],"genre_scores_gemma":[0.9167314,0.06855694,0.0006556979,0.002001786,0.001247835,0.00003527639,0.001357866,0.00001581727,0.009397507],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009720962,"threshold_uncertainty_score":0.03251982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01567744461924164,"score_gpt":0.3305320984104748,"score_spread":0.3148546537912332,"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."}}