{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00202558,0.001197692,0.0009210917,0.001611885,0.00202757,0.006934762,0.002342415,0.0109485,0.428682],"category_scores_gemma":[0.01592055,0.000488557,0.001091826,0.002071866,0.001521311,0.004972059,0.002610203,0.007902976,0.3442667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002345722,"about_ca_system_score_gemma":0.003545019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004965048,"about_ca_topic_score_gemma":0.006906016,"domain_scores_codex":[0.9976406,0.000326671,0.000154709,0.0003260482,0.001170914,0.0003810534],"domain_scores_gemma":[0.9928066,0.001428819,0.0004505119,0.0006901166,0.003358095,0.001265752],"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":[0.000009313156,0.000004051243,0.00002757032,0.00004683465,0.000001134478,0.0000295862,0.0000130962,0.000003666075,0.00002439392,0.0003856884,0.9924613,0.006993399],"study_design_scores_gemma":[0.000004482657,0.00000331509,0.0001186185,0.00007595467,0.000001058,0.00002528429,0.00004121711,0.000006182463,0.00001987259,0.0001484032,0.9995527,0.000003042014],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.0003930155,0.007965886,0.0003403891,0.3220622,0.3995747,0.0001320037,0.002938035,0.0009497199,0.2656441],"genre_scores_gemma":[0.003139629,0.006660714,0.0004064844,0.2643757,0.1129005,0.0001354854,0.002288532,0.0004767749,0.609616],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.428682,"threshold_uncertainty_score":0.8149158,"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."}}