{"id":"W2326361916","doi":"10.1097/00004479-200307000-00009","title":"Perceived Need and Receipt of Outpatient Mental Health Services","year":2003,"lang":"en","type":"article","venue":"Journal of Ambulatory Care Management","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Receipt; Mental health; Health maintenance; Referral; Prior authorization; Quarter (Canadian coin); Medicine; Preferred provider organization; Family medicine; Phone; Health care; Payment; Nursing; Business; Psychiatry; Finance; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003195064,0.0001509035,0.0003310747,0.0002113705,0.0001265704,0.00001712326,0.0001343376,0.00004549244,0.0002892341],"category_scores_gemma":[0.000001001579,0.0001126777,0.00008842322,0.0001061382,0.00003661329,0.000109044,0.00004256504,0.0001128943,0.000009413549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000222861,"about_ca_system_score_gemma":0.00001895283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006697707,"about_ca_topic_score_gemma":0.00001478421,"domain_scores_codex":[0.998474,0.0001756322,0.0006384974,0.0001625887,0.0003133964,0.0002359003],"domain_scores_gemma":[0.9989294,0.00001570481,0.0006290522,0.0001830712,0.00007860654,0.0001641787],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002285682,0.00382786,0.2918622,0.009238875,0.002879118,0.0003760217,0.2271457,0.00006645734,0.0002110772,0.01695985,0.02140576,0.4237414],"study_design_scores_gemma":[0.008118941,0.003768632,0.6886607,0.0009554221,0.0002026578,0.00008627168,0.2136634,0.000005714543,0.0001901378,0.0002083395,0.08379406,0.0003456897],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9823791,0.0054372,0.000008181585,0.0003098519,0.001262818,0.0005057287,0.00001004984,0.000008084911,0.01007895],"genre_scores_gemma":[0.9977604,0.0003961645,0.0006066028,0.0006252998,0.00003761438,0.000006157734,0.000006763208,0.00001518153,0.0005457853],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4233957,"threshold_uncertainty_score":0.4594865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01376919001969163,"score_gpt":0.3199210779614644,"score_spread":0.3061518879417727,"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."}}