{"id":"W6885923727","doi":"10.1371/journal.pone.0298224.s001","title":"Global inclusivity form.","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":"Workaround; Fieldnotes; Documentation; Compliance (psychology); Patient safety; Checklist; Autonomy; Ethnography","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":[0.002953687,0.001248142,0.001040585,0.002668977,0.001422599,0.007090847,0.001989594,0.001993594,0.8234793],"category_scores_gemma":[0.01794723,0.0007499773,0.0004545437,0.005215005,0.0008732849,0.007825442,0.004186347,0.001989313,0.7173823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001462952,"about_ca_system_score_gemma":0.002107614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003982083,"about_ca_topic_score_gemma":0.004041842,"domain_scores_codex":[0.9972351,0.0007868555,0.0003837022,0.0003532876,0.0008982127,0.0003427546],"domain_scores_gemma":[0.9918621,0.002341261,0.0004493388,0.001338417,0.003178259,0.0008306548],"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":[0.0000553377,0.00001960447,0.0002108471,0.0001858511,0.000002296039,0.00002808425,0.0002123232,0.00003011636,0.00006747536,0.008870403,0.9352933,0.05502442],"study_design_scores_gemma":[0.00000955715,0.00001035313,0.0004269391,0.00009951925,0.000001024104,0.00004005674,0.0001515519,0.00003738765,0.00003809823,0.002205837,0.996972,0.000007667619],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007679862,0.0006890259,0.002662925,0.003586194,0.003284837,0.0005049735,0.07349109,0.004951623,0.9100615],"genre_scores_gemma":[0.01152421,0.00122214,0.004146464,0.002315707,0.001032443,0.001119076,0.05025176,0.006618837,0.9217693],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1765207,"threshold_uncertainty_score":0.2517853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1266781463849833,"score_gpt":0.4796125284666844,"score_spread":0.3529343820817011,"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."}}