{"id":"W4396596470","doi":"10.7748/mhp.27.3.16.s6","title":"Meeting patients’ mental health needs in critical care","year":2024,"lang":"en","type":"article","venue":"Mental Health Practice","topic":"Family and Patient Care in Intensive Care Units","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Registered Nurses' Association of Ontario","funders":"","keywords":"Mental health; Mental health care; Nursing; Psychology; Medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.002241165,0.0005418871,0.0004176387,0.0005840654,0.004929188,0.001565273,0.001143539,0.003659855,0.01801019],"category_scores_gemma":[0.0174112,0.0004329054,0.0005996153,0.0002667608,0.001048939,0.002686503,0.003614595,0.006569831,0.002238466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001694064,"about_ca_system_score_gemma":0.005996898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004684917,"about_ca_topic_score_gemma":0.02744699,"domain_scores_codex":[0.9987211,0.000654896,0.0001186954,0.00004796666,0.0001984437,0.0002588334],"domain_scores_gemma":[0.992353,0.001856391,0.0004568058,0.0001362446,0.001156211,0.004041352],"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":[0.0001621112,0.001117366,0.02201761,0.0009858515,0.00006382444,0.008145734,0.01952627,0.0003005492,0.0008637089,0.001621615,0.7023583,0.2428371],"study_design_scores_gemma":[0.0005820589,0.001461632,0.1330701,0.009597893,0.000180976,0.01689186,0.1920116,0.001021295,0.001154805,0.03263195,0.6110514,0.000344349],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1378393,0.01149201,0.005905264,0.6862559,0.01333515,0.001016542,0.0003087827,0.0006690075,0.1431781],"genre_scores_gemma":[0.629604,0.02636125,0.0575235,0.2033337,0.01391325,0.002538727,0.0006682412,0.0003336667,0.06572368],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01801019,"threshold_uncertainty_score":0.0602501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1138266780890358,"score_gpt":0.5133401907664877,"score_spread":0.3995135126774519,"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."}}