{"id":"W6961093132","doi":"10.1371/journal.pone.0284469.s001","title":"Included 49 studies.","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Occupational Health and Performance","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Rasch model; Observational study; Psychometrics; Scale (ratio); Inter-rater reliability; Quality (philosophy); Item response theory; Reliability (semiconductor)","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":[0.01481482,0.003155527,0.007698099,0.0138022,0.002476118,0.005140599,0.002136041,0.004914387,0.09305526],"category_scores_gemma":[0.06725885,0.002104245,0.006023325,0.02176156,0.00113667,0.004926943,0.004853683,0.002680216,0.02045981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007791705,"about_ca_system_score_gemma":0.01129729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009029166,"about_ca_topic_score_gemma":0.01156998,"domain_scores_codex":[0.9715604,0.00724533,0.01340244,0.002482179,0.004070161,0.001239511],"domain_scores_gemma":[0.9758296,0.01426941,0.004981182,0.001501924,0.002842042,0.000575933],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.009577071,0.0004788027,0.03808269,0.5732139,0.02493408,0.005842815,0.005070607,0.0005487364,0.00215415,0.006920777,0.1023998,0.2307766],"study_design_scores_gemma":[0.007393487,0.0006080705,0.05705713,0.329205,0.03342682,0.003613225,0.003373795,0.0002843811,0.001318443,0.004761397,0.5587426,0.000215498],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.04206022,0.615223,0.007508933,0.005905163,0.003128962,0.06743875,0.1940251,0.0005777307,0.06413211],"genre_scores_gemma":[0.2743016,0.3747437,0.01222934,0.0332146,0.003045317,0.1899238,0.07696994,0.0008232336,0.03474842],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9069448,"threshold_uncertainty_score":0.3113009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5981753269732442,"score_gpt":0.6273357430421328,"score_spread":0.02916041606888864,"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."}}