{"id":"W4255815261","doi":"10.1136/oemed-2020-106624","title":"Commentary","year":2020,"lang":"en","type":"letter","venue":"Occupational and Environmental Medicine","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Veterans Affairs Canada; University of Calgary; Government of Canada; Alberta Health Services","funders":"","keywords":"Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01365702,0.00119372,0.002741328,0.002051798,0.009488751,0.012482,0.004759078,0.1023121,0.03089505],"category_scores_gemma":[0.08147191,0.001137045,0.002680816,0.001873442,0.005205238,0.005745192,0.00422732,0.05941346,0.02178289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0147532,"about_ca_system_score_gemma":0.02451286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04141366,"about_ca_topic_score_gemma":0.06618458,"domain_scores_codex":[0.9842429,0.003887482,0.001193479,0.001938211,0.006120996,0.002616831],"domain_scores_gemma":[0.9656362,0.01869311,0.001547498,0.001175593,0.008264377,0.004683247],"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":[0.00001504156,0.000006495223,0.00004073141,0.00003327627,0.000005423469,0.0001015075,0.00005772986,0.00001251456,0.00001405846,0.002462492,0.9956162,0.001634627],"study_design_scores_gemma":[0.00004373258,0.00001051153,0.0002581533,0.0003353736,0.00001558395,0.00009419375,0.0001955207,0.00006758104,0.00004126968,0.004672484,0.9942396,0.00002599589],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00009961538,0.001268656,0.0000601673,0.9337845,0.052905,0.00002634741,0.0001426617,0.00002483713,0.01168819],"genre_scores_gemma":[0.000694968,0.0003463296,0.00006138206,0.9545152,0.02007421,0.00005340208,0.00003273766,0.00002158333,0.02420018],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1023121,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2579583585699395,"score_gpt":0.3734190217863017,"score_spread":0.1154606632163622,"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."}}