{"id":"W6923523475","doi":"10.1371/journal.pone.0297505.s005","title":"Summary of included literature.","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Education Methods and Technologies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Operationalization; Quality (philosophy); Health care; MEDLINE; Quality management; Health care quality; Data collection","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001095429,0.00003022415,0.00004637904,0.00006192007,0.0000641571,0.00006776872,0.000145748,0.00007353812,0.04921597],"category_scores_gemma":[0.001802748,0.00002579753,0.00003285325,0.0004156417,0.00001390712,0.00009958125,0.00003976131,0.00008037409,0.000214086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001551626,"about_ca_system_score_gemma":0.0001174662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001853054,"about_ca_topic_score_gemma":0.00002572418,"domain_scores_codex":[0.9996439,0.00004234736,0.00006155537,0.00007697451,0.00009861773,0.00007666501],"domain_scores_gemma":[0.9996103,0.0002115715,0.00001616748,0.00008377102,0.00005933175,0.00001885989],"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":[3.846584e-7,0.000007509873,0.00002550905,0.0001326414,0.000004972663,0.000003793402,0.005138917,1.062677e-7,0.00006626802,0.0240115,0.9305057,0.04010273],"study_design_scores_gemma":[0.000007947974,0.000004706478,0.0001646085,0.001115855,0.000001153775,1.77109e-7,0.0008466172,0.00000343896,0.0009658136,0.006671521,0.9901839,0.00003427404],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.004000099,0.06377756,0.00001014455,0.01485893,0.001393189,0.0005687684,0.1767607,0.002084909,0.7365457],"genre_scores_gemma":[0.9123104,0.000647138,0.01320569,0.0005102826,0.001371287,0.0003036034,0.03785297,0.00004013503,0.03375846],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9083104,"threshold_uncertainty_score":0.9516532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08775342762218294,"score_gpt":0.4165435179737168,"score_spread":0.3287900903515338,"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."}}