{"id":"W4312467145","doi":"10.1136/tobaccocontrol-2022-057547","title":"Worldwide news and comment","year":2022,"lang":"en","type":"article","venue":"Tobacco Control","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cohort; Rheumatoid arthritis; Confidence interval; Population; Disease; Pediatrics; Physical therapy; Internal medicine; Environmental health","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001144334,0.00008944213,0.0001775833,0.00006400451,0.0001201361,0.00002660533,0.00006596649,0.00000875412,0.002326742],"category_scores_gemma":[0.00001580523,0.00008552845,0.00004745159,0.00008667322,0.00003137313,0.00004031853,0.0001178778,0.0001135557,0.00002786099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001124569,"about_ca_system_score_gemma":0.0000530738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001149245,"about_ca_topic_score_gemma":0.00002120002,"domain_scores_codex":[0.9992722,0.00003869483,0.0001307152,0.0001699471,0.0002086754,0.0001798001],"domain_scores_gemma":[0.9995797,0.00004492872,0.00003810828,0.0002333316,0.00001156248,0.00009233568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001477187,0.000714527,0.3212588,0.0001295704,0.0006093663,0.0004588224,0.000268636,0.0003103373,0.0003053357,0.04372596,0.5177664,0.1129751],"study_design_scores_gemma":[0.01008204,0.0003005555,0.05848018,0.00001423958,0.0003065566,0.00001970472,0.001437814,0.0003840811,0.000005739649,0.000612072,0.9281941,0.0001629289],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4752996,0.006563888,0.0005832437,0.2509539,0.0007575213,0.00337978,0.00009302072,0.0005211072,0.2618479],"genre_scores_gemma":[0.9791523,0.00002309074,0.00004152755,0.01803008,0.0000927449,0.0001374079,0.00001962314,0.00001215038,0.002491116],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5038527,"threshold_uncertainty_score":0.9985853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0181123753905579,"score_gpt":0.2757798946399597,"score_spread":0.2576675192494018,"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."}}