{"id":"W4378907464","doi":"10.5539/ijps.v15n2p51","title":"Demographic on Help-Seeking between People based on Use of (Mental) Healthcare","year":2023,"lang":"en","type":"article","venue":"International Journal of Psychological Studies","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Help-seeking; Construct (python library); Psychology; Mental health; Health care; Presentation (obstetrics); Sample (material); Mental health care; Medicine; Psychiatry; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005867444,0.0001141503,0.0001334829,0.00090742,0.0005116811,0.0003667149,0.0001917305,0.0002726894,0.004304269],"category_scores_gemma":[0.004843212,0.00009363038,0.0003070863,0.0006603166,0.0003047661,0.0005174749,0.0007206337,0.0004578025,0.0003764246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002973078,"about_ca_system_score_gemma":0.0003032219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004171104,"about_ca_topic_score_gemma":0.008616407,"domain_scores_codex":[0.9994106,0.0002226923,0.00006112689,0.00004088907,0.0001691696,0.00009546686],"domain_scores_gemma":[0.9971797,0.0008984499,0.001046639,0.000109258,0.0003209824,0.0004448884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008353761,0.00008532054,0.9941706,0.00001493271,0.00001858403,0.00005001473,0.001206841,0.00002402696,0.00008005147,0.0001763873,0.0002483397,0.003841362],"study_design_scores_gemma":[0.000001956176,0.00007314324,0.997642,0.00001297843,0.000005559105,0.00009451106,0.001742387,0.00006489947,0.00003159818,0.00005564991,0.0002724878,0.00000278331],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99748,0.0001118889,0.00005716541,0.0001343436,0.000005762857,0.00001449954,0.0003518756,0.00000163237,0.001843028],"genre_scores_gemma":[0.9992189,0.0001029247,0.00007028056,0.00003504776,0.000007054725,0.00001836689,0.000259273,0.00000121491,0.0002867954],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004304269,"threshold_uncertainty_score":0.01439917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.264679061881884,"score_gpt":0.5066456373863196,"score_spread":0.2419665755044356,"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."}}