{"id":"W2969668191","doi":"10.3390/ijerph16173010","title":"Predictors of Number of Healthcare Professionals Consulted by Individuals with Mental Disorders or High Psychological Distress","year":2019,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Douglas Mental Health University Institute; Université de Montréal","funders":"Canadian Institutes of Health Research; Canadian HIV Trials Network, Canadian Institutes of Health Research","keywords":"Mental health; Distress; Health care; Psychology; Perception; Multilevel model; Psychiatry; Clinical psychology; Suicidal ideation; Medicine; Health professionals; Suicide prevention; Poison control; Medical emergency","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007217416,0.0002805253,0.0002162412,0.0008368873,0.0006945222,0.0006173365,0.0004020297,0.0005617694,0.002244215],"category_scores_gemma":[0.005583972,0.0003052546,0.0004657859,0.0007512151,0.0003512235,0.0003641656,0.0006449165,0.00104135,0.0002206823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009155262,"about_ca_system_score_gemma":0.001435342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1098265,"about_ca_topic_score_gemma":0.187766,"domain_scores_codex":[0.99953,0.0001156541,0.00005046575,0.00005130419,0.0001059914,0.0001464756],"domain_scores_gemma":[0.9957657,0.001025522,0.00153786,0.000147217,0.0003723905,0.00115143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001148864,0.00002279935,0.9994466,0.00000218254,0.000007167679,0.00001570524,0.00003575789,0.00002658107,0.00001473592,0.000002958428,0.000032548,0.0003816167],"study_design_scores_gemma":[0.000001296417,0.00001937316,0.9994963,0.000004537457,0.000005628456,0.0000470235,0.0002193983,0.0001556067,0.000008768986,0.000006408256,0.00003357606,0.000002021417],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994611,0.00009765672,0.00002565827,0.00006569907,0.000003140242,0.000005677206,0.0001619124,0.000002628035,0.0001765989],"genre_scores_gemma":[0.9995481,0.00006223878,0.0000661213,0.00001613101,0.000005016362,0.00000387283,0.000193669,8.730384e-7,0.0001039481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1098265,"threshold_uncertainty_score":0.2183744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05610312539499097,"score_gpt":0.4702757797905323,"score_spread":0.4141726543955413,"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."}}