{"id":"W4243820612","doi":"10.32920/ryerson.14640315","title":"Benefits and Challenges to People with Psychiatric Disabilities Who Volunteer","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Adolescent and Pediatric Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; Victoria Park; York University","funders":"","keywords":"Citation; Psychology; Learning disability; Psychiatry; Medical education; Medicine; Library science; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.01048981,0.0002554871,0.0004549233,0.001041835,0.009984249,0.005315973,0.0009422563,0.002321465,0.005964155],"category_scores_gemma":[0.0314899,0.0003164055,0.0004774873,0.001535373,0.004703213,0.003243719,0.008862969,0.00238772,0.0007091722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002564684,"about_ca_system_score_gemma":0.009209183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008759718,"about_ca_topic_score_gemma":0.01776783,"domain_scores_codex":[0.9862687,0.008905148,0.0004651721,0.0003020155,0.00171655,0.00234243],"domain_scores_gemma":[0.9778005,0.008721774,0.003612221,0.001127412,0.002857687,0.005880495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001055951,0.0003104529,0.08772789,0.000650549,0.00003210645,0.003367726,0.6902282,0.0001275137,0.0005443113,0.01717517,0.04307064,0.1566598],"study_design_scores_gemma":[0.00001269679,0.0001176053,0.02686462,0.0004922065,0.000008660274,0.001381887,0.9229623,0.00005283884,0.00007048658,0.00271239,0.04530205,0.00002214617],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8331094,0.005301323,0.001048366,0.1013399,0.0009214843,0.0001940776,0.0001420215,0.00004039841,0.05790308],"genre_scores_gemma":[0.9852318,0.003542779,0.0007445111,0.004105981,0.0002266295,0.0001755528,0.0000843358,0.00001672884,0.00587177],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01048981,"threshold_uncertainty_score":0.05547607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1021499686285763,"score_gpt":0.3813595495605933,"score_spread":0.279209580932017,"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."}}