{"id":"W3047674054","doi":"10.1136/annrheumdis-2020-eular.3207","title":"PARE0019 DON'T DELAY - TIME2WORK","year":2020,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Healthcare Systems and Public Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Feeling; Medicine; Retraining; Work (physics); Health care; Quarter (Canadian coin); Medical education; Public relations; Nursing; Psychology; Social psychology; Business; Political science","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":[0.0002877853,0.0001252402,0.000447503,0.0000298933,0.00008183797,0.00001405455,0.0001990046,0.00005424213,0.0004302114],"category_scores_gemma":[0.0009451675,0.00007502581,0.0002265489,0.0003204197,0.00006362377,0.00006211368,0.00006072408,0.0001191599,0.00008878957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001078517,"about_ca_system_score_gemma":0.0007156114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005244594,"about_ca_topic_score_gemma":0.000005529772,"domain_scores_codex":[0.9984185,0.0001853091,0.0005224202,0.0001704805,0.0004124367,0.0002908918],"domain_scores_gemma":[0.9983783,0.0001625479,0.0002048873,0.0004252643,0.0001648303,0.0006641073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0003879605,0.0006000217,0.08354822,0.01017641,0.0005373826,0.00002719592,0.003430852,0.00005757132,0.00001551795,0.005327592,0.616263,0.2796283],"study_design_scores_gemma":[0.0029944,0.00158566,0.6146032,0.007935063,0.0003701376,0.00008477124,0.002233999,0.005269125,0.0002633154,0.003507456,0.3604799,0.0006730668],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6751001,0.005792977,0.0001767335,0.3109903,0.0003095474,0.001272931,0.0001759703,0.0001400066,0.006041407],"genre_scores_gemma":[0.9828579,0.0002913901,0.00008992259,0.01628398,0.0001419407,0.00001692426,0.00001300119,0.00001886206,0.0002860794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5310549,"threshold_uncertainty_score":0.4710513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1109933046166811,"score_gpt":0.3662720131990773,"score_spread":0.2552787085823962,"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."}}