{"id":"W4231591890","doi":"10.22541/au.158740060.02823369","title":"Best Practices Toolkit for Family Participation in ICU Rounds","year":2020,"lang":"en","type":"dataset","venue":"Authorea","topic":"Family and Patient Care in Intensive Care Units","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Health care; Nursing; Focus group; Family member; Unit (ring theory); Qualitative research; Intensive care; Family centered care; Best practice; Psychology; Medical education; Medicine; Family medicine; Political science; Business; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.03444992,0.001158985,0.0006457628,0.002560102,0.004372609,0.003683012,0.004699384,0.002207423,0.01809675],"category_scores_gemma":[0.06235382,0.001019605,0.001692313,0.001496703,0.002831149,0.004605301,0.01351225,0.003744326,0.005682765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005426354,"about_ca_system_score_gemma":0.0306619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007475347,"about_ca_topic_score_gemma":0.02182732,"domain_scores_codex":[0.9530513,0.03656317,0.002917486,0.001247409,0.004532326,0.001688306],"domain_scores_gemma":[0.9430035,0.02716539,0.004068665,0.006670615,0.007018229,0.01207364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004051636,0.002044478,0.006838213,0.008164352,0.00009679405,0.00268406,0.1218799,0.001114606,0.002650166,0.009271569,0.1405017,0.704349],"study_design_scores_gemma":[0.0005617579,0.0009453687,0.01629083,0.01473153,0.0001728543,0.00330597,0.06255168,0.001434693,0.00306339,0.02173697,0.8748971,0.0003079135],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"dataset","genre_scores_codex":[0.1434456,0.01058904,0.4159869,0.1144735,0.004240215,0.05801561,0.006987334,0.01806228,0.2281995],"genre_scores_gemma":[0.1291976,0.004078057,0.8068131,0.003931177,0.0002106389,0.03459233,0.001763954,0.0007681974,0.01864495],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.03444992,"threshold_uncertainty_score":0.1821908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3844925868189069,"score_gpt":0.523254449160467,"score_spread":0.1387618623415601,"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."}}