{"id":"W4378575531","doi":"10.1016/j.gaceta.2023.102307","title":"ITC EUREST-PLUS Spain: protocol of a prospective longitudinal study of smokers in Spain","year":2023,"lang":"en","type":"article","venue":"Gaceta Sanitaria","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Institute for Cancer Research; University of Waterloo","funders":"Instituto de Salud Carlos III; Canadian Institutes of Health Research; European Regional Development Fund; Agència de Gestió d'Ajuts Universitaris i de Recerca; Ontario Institute for Cancer Research","keywords":"Medicine; Humanities; Art","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007298514,0.0001456,0.0004069339,0.0003193567,0.00003263579,0.000007418917,0.0001024699,0.00008692901,0.0001469014],"category_scores_gemma":[0.0002289429,0.0001318976,0.00006501144,0.0009237288,0.00006173694,0.00006738414,0.0000557672,0.0002280563,0.000007463249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001357929,"about_ca_system_score_gemma":0.0001479257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001317065,"about_ca_topic_score_gemma":0.0004670767,"domain_scores_codex":[0.998482,0.0001077831,0.0004289162,0.0002909259,0.0004714104,0.0002189761],"domain_scores_gemma":[0.9992194,0.00006626563,0.0001674094,0.000344687,0.0001510681,0.00005115968],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000697015,0.0008605893,0.992905,0.0001685023,0.00005573047,0.00009552145,0.003537293,0.00005467146,0.0008213599,0.0001399951,0.0001849523,0.000479328],"study_design_scores_gemma":[0.00627427,0.001442345,0.9872975,0.0001587422,0.0001191528,0.000007199188,0.003638464,0.00009512735,0.0007090072,0.0001217375,0.00003231031,0.000104164],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9524202,0.000002366317,0.00001296691,0.00007637905,0.00008191267,0.04649568,0.000005343273,0.00005927384,0.0008459023],"genre_scores_gemma":[0.9820133,4.881616e-7,0.00004485454,0.000008912541,0.00004863182,0.01769258,0.00001337217,0.00002320035,0.0001546704],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02959311,"threshold_uncertainty_score":0.537863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06486150791223534,"score_gpt":0.3570915068761888,"score_spread":0.2922299989639535,"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."}}