{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003221099,0.0005922024,0.0005225734,0.0006475226,0.001859659,0.002240024,0.002138781,0.00297832,0.4878461],"category_scores_gemma":[0.01578921,0.0004129739,0.001079822,0.0003834701,0.0007894182,0.001613712,0.00257721,0.003533559,0.1141837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001334252,"about_ca_system_score_gemma":0.004950959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003161349,"about_ca_topic_score_gemma":0.01075848,"domain_scores_codex":[0.9972524,0.0006348937,0.000104328,0.0003893938,0.0008965611,0.0007223561],"domain_scores_gemma":[0.9917518,0.002081623,0.0004350935,0.001837018,0.001431684,0.002462758],"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":[0.0007173723,0.0008741221,0.001936133,0.0001894107,0.00004537007,0.0002743401,0.0001709475,0.0004994629,0.000784622,0.0197618,0.7382652,0.2364813],"study_design_scores_gemma":[0.0002848911,0.0002295147,0.001369689,0.00009031384,0.00002026591,0.0003289286,0.0001701664,0.0005257821,0.0008430742,0.008403786,0.9877126,0.00002104787],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01655036,0.0009199968,0.02707086,0.07660742,0.03437516,0.0006163412,0.003711716,0.009388411,0.8307596],"genre_scores_gemma":[0.108212,0.0005234047,0.0182488,0.0313191,0.002669469,0.0006058701,0.00246792,0.003197601,0.8327559],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4878461,"threshold_uncertainty_score":0.7305253,"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."}}