{"id":"W6904862966","doi":"10.1371/journal.pone.0305516.s008","title":"Patient safety.","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Observational study; Psychological intervention; Rural area; Inclusion (mineral); Primary care; Primary health care; Rural health; Randomized controlled trial","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":["insufficient_payload"],"category_scores_codex":[0.007145218,0.0009136765,0.0009016044,0.001886574,0.001976079,0.004713018,0.002079182,0.004170989,0.6632928],"category_scores_gemma":[0.05049487,0.0004985461,0.001353201,0.001504239,0.0008807968,0.003621613,0.005519276,0.004553558,0.4145727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002354276,"about_ca_system_score_gemma":0.01050501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002283277,"about_ca_topic_score_gemma":0.002712901,"domain_scores_codex":[0.9879218,0.004973327,0.001350975,0.00161957,0.003318678,0.000815743],"domain_scores_gemma":[0.9715248,0.007229225,0.002010231,0.003732633,0.01145414,0.00404897],"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":[0.0001493761,0.0001008659,0.0006802779,0.0008255069,0.00001644091,0.0001190794,0.0002944431,0.00005036924,0.00008371013,0.002960128,0.7844695,0.2102503],"study_design_scores_gemma":[0.00009689348,0.00006793049,0.0009511818,0.001100448,0.00000785319,0.000284022,0.0002322384,0.00009396453,0.00006742286,0.002088947,0.9949965,0.00001245056],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001901341,0.006747983,0.006422832,0.04136981,0.01036454,0.002525016,0.01511796,0.003658098,0.9118924],"genre_scores_gemma":[0.04251122,0.01412269,0.01136307,0.06943153,0.005852015,0.007217771,0.02150418,0.002703634,0.825294],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3367072,"threshold_uncertainty_score":0.480272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1057948464889152,"score_gpt":0.4285303842775021,"score_spread":0.3227355377885869,"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."}}