{"id":"W4233685391","doi":"10.24124/2021/59205","title":"Pracitcum report: virtual mental health program","year":2021,"lang":"en","type":"dissertation","venue":"","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Practicum; Stigma (botany); Mental health service; Mental illness; Anonymity; Rural area; Psychology; Nursing; Medicine; Business; Medical education; Psychiatry; Computer security; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006333041,0.0002104056,0.00009403033,0.000502625,0.004378714,0.002087091,0.0009819036,0.0008390741,0.1144981],"category_scores_gemma":[0.001323863,0.0001974365,0.0001293087,0.000310038,0.000445029,0.0004424141,0.002120167,0.001761207,0.01278682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002900092,"about_ca_system_score_gemma":0.008251868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03649769,"about_ca_topic_score_gemma":0.1383767,"domain_scores_codex":[0.999523,0.00006272201,0.000009470076,0.00003567323,0.0001872451,0.0001819318],"domain_scores_gemma":[0.9990006,0.00006476993,0.00003128379,0.000030391,0.0001930988,0.0006798957],"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":[0.00011372,0.001404235,0.01121592,0.0002698436,0.000006168758,0.0008694458,0.007787871,0.0001487925,0.001717061,0.003613414,0.8092956,0.1635579],"study_design_scores_gemma":[0.00005757927,0.0004348105,0.05544925,0.0001792578,0.000006669482,0.0004142969,0.01305196,0.000275129,0.001097197,0.0005178141,0.9284973,0.0000188422],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1473027,0.0007892906,0.001026157,0.03880443,0.002069774,0.002494622,0.006603112,0.001085413,0.7998245],"genre_scores_gemma":[0.1017997,0.0008097439,0.001287291,0.00358847,0.0002867419,0.0008777607,0.002662287,0.0001233307,0.8885647],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1144981,"threshold_uncertainty_score":0.3830344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1824775601500382,"score_gpt":0.5225068699285286,"score_spread":0.3400293097784904,"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."}}