{"id":"W2792724507","doi":"10.18332/tid/84683","title":"Smoking topography in Korean smokers","year":2018,"lang":"en","type":"article","venue":"Tobacco Induced Diseases","topic":"Nutrition, Health and Food Behavior","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000105158,0.0001914483,0.0002138177,0.0003843603,0.0002186008,0.00005768179,0.0001942726,0.0001226661,0.0002083147],"category_scores_gemma":[0.00008739955,0.0001983197,0.00009599883,0.0006839775,0.0001150282,0.0002528515,0.00003309904,0.0001778515,0.0000568146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001162069,"about_ca_system_score_gemma":0.0000514749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006186609,"about_ca_topic_score_gemma":0.0002785564,"domain_scores_codex":[0.9983983,0.00008321211,0.0003287822,0.0003715979,0.0002558393,0.0005622805],"domain_scores_gemma":[0.999091,0.0000589441,0.00008283515,0.0003576369,0.00008625696,0.0003232704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004250261,0.0004888687,0.9520094,0.00003754572,0.000008157434,0.00001680335,0.0003368041,2.871292e-7,0.00165852,0.0001152582,0.002625595,0.04227768],"study_design_scores_gemma":[0.001482556,0.0005503629,0.9869483,0.0001552498,0.0000742406,0.000003873876,0.0005384752,0.000004615637,0.006965838,0.001096634,0.001849169,0.000330647],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957154,0.0003777645,0.000001324147,0.0008040303,0.001240793,0.0003453075,0.00004874119,0.0001980638,0.001268625],"genre_scores_gemma":[0.9976189,0.000007661468,0.00008485396,0.001401817,0.0007484171,0.00005434672,0.00004456796,0.0000320732,0.000007343298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04194703,"threshold_uncertainty_score":0.8087242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0318582326553861,"score_gpt":0.3176107361613858,"score_spread":0.2857525035059997,"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."}}