{"id":"W4288717171","doi":"10.35502/jcswb.250","title":"Responding to persons in mental health crisis: A cross-country comparative study of professionals’ perspectives on psychiatric ambulance and street triage models","year":2022,"lang":"en","type":"article","venue":"Journal of Community Safety and Well-Being","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"RMIT University","keywords":"Mental health; Triage; Thematic analysis; Context (archaeology); Mental illness; Medicine; Health care; Psychiatry; Nursing; Qualitative research; Psychology; Political science; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001994561,0.0001399926,0.0006069024,0.0005738165,0.00121928,0.0000102489,0.0001342465,0.00002401883,0.00001271126],"category_scores_gemma":[0.00005183255,0.0001176265,0.00006200193,0.0005886516,0.00005468417,0.0001575939,0.0002112699,0.001142459,6.618422e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001637894,"about_ca_system_score_gemma":0.00009446961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002370165,"about_ca_topic_score_gemma":0.0001725295,"domain_scores_codex":[0.9977444,0.0009934126,0.000601589,0.0001066255,0.0003863636,0.0001675463],"domain_scores_gemma":[0.9990027,0.000273118,0.0003573202,0.0001609958,0.0001089788,0.00009687563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.01096674,0.003042556,0.0558108,0.0001409571,0.0003022933,0.00001635267,0.9236494,0.001384151,0.00007245735,0.001958973,0.002458385,0.0001969574],"study_design_scores_gemma":[0.004024277,0.005125734,0.08105244,0.0003345243,0.00004306188,0.00003632349,0.9084462,0.0001291457,0.00001263658,0.000397654,0.0002993125,0.00009872053],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990074,0.003534297,0.00002014698,0.004613343,0.0001416307,0.0004493693,0.00002510402,0.000004781525,0.001137354],"genre_scores_gemma":[0.9977376,0.001454628,0.0001156791,0.0005856263,0.00004418994,0.000005941873,0.000003324423,0.000008077891,0.00004486957],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02524164,"threshold_uncertainty_score":0.9377843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03143378443484839,"score_gpt":0.382731196966664,"score_spread":0.3512974125318156,"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."}}