{"id":"W4390818863","doi":"10.3390/youth4010008","title":"HEARTS Study Protocol: Helping Enable Access and Remove Barriers To Support for Young Adults with Mental Health-Related Disabilities","year":2024,"lang":"en","type":"article","venue":"Youth","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Calgary","funders":"","keywords":"Mental health; Focus group; Protocol (science); Health care; Psychological intervention; Confidentiality; Agency (philosophy); Psychology; Participatory action research; Data collection; Qualitative research; Informed consent; Medicine; Nursing; Psychiatry; Alternative medicine; Computer science","routes":{"ca_aff":true,"ca_fund":false,"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":[0.07607804,0.001623755,0.001571295,0.002350004,0.007529258,0.005154403,0.004240047,0.003464516,0.1202987],"category_scores_gemma":[0.08297209,0.002387882,0.00189256,0.001785955,0.002808934,0.002900356,0.004558993,0.007653877,0.02525736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00996315,"about_ca_system_score_gemma":0.07302335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01088361,"about_ca_topic_score_gemma":0.02449435,"domain_scores_codex":[0.9742999,0.01754983,0.002281988,0.001741115,0.002400008,0.001727067],"domain_scores_gemma":[0.9455377,0.01829478,0.002981896,0.007781459,0.01837866,0.007025446],"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":[0.03363502,0.01252352,0.007057272,0.03363898,0.0002452827,0.001142251,0.0320206,0.001495107,0.00275998,0.03576838,0.4773942,0.3623194],"study_design_scores_gemma":[0.04561795,0.01054184,0.01655095,0.02588181,0.0002894446,0.0003138747,0.02458589,0.001282966,0.002766253,0.01391859,0.8579148,0.0003356787],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.002187863,0.0001411954,0.002835218,0.001031227,0.0004945321,0.9852751,0.004052409,0.0000863772,0.003896104],"genre_scores_gemma":[0.0009841709,0.00008299248,0.003687936,0.0003598014,0.00003198345,0.9935213,0.0003618649,0.000007539904,0.0009623303],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1202987,"threshold_uncertainty_score":0.4024391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1534218192485435,"score_gpt":0.4485600573353931,"score_spread":0.2951382380868496,"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."}}