{"id":"W4381277546","doi":"10.18192/uojm.v12is1.6567","title":"MAiD for Mental Illness Patients - What's Holding Us Back?","year":2023,"lang":"en","type":"article","venue":"University of Ottawa Journal of Medicine","topic":"Treatment of Major Depression","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Mental illness; Medicine; Psychiatry; Psychology; Mental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.005263336,0.0004406011,0.001558514,0.001142602,0.007160324,0.008789057,0.002262201,0.006790527,0.02351576],"category_scores_gemma":[0.03170434,0.0004264216,0.001622356,0.001732633,0.003348055,0.006343356,0.003921406,0.01145702,0.00309345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009994454,"about_ca_system_score_gemma":0.02634895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1014282,"about_ca_topic_score_gemma":0.3499296,"domain_scores_codex":[0.9962214,0.001500218,0.0005185234,0.0001791665,0.0007319427,0.0008487531],"domain_scores_gemma":[0.9744946,0.00517959,0.001922828,0.0004495187,0.006218409,0.01173509],"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":[0.0009389836,0.00040581,0.01813162,0.00559277,0.0003137494,0.0005485794,0.002212928,0.00004303854,0.00009852155,0.00358881,0.6378514,0.330274],"study_design_scores_gemma":[0.001368279,0.001107573,0.0711185,0.05521722,0.001479677,0.001377904,0.03668949,0.0001088606,0.0001406707,0.007956493,0.8231159,0.0003194072],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004082418,0.1395543,0.00003919342,0.8366137,0.01345187,0.00003877931,0.000291975,0.00002172407,0.005906001],"genre_scores_gemma":[0.1253857,0.2365249,0.001231375,0.6040483,0.02159686,0.0002790087,0.0005808412,0.0000596167,0.01029345],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1014282,"threshold_uncertainty_score":0.2016755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01802463144694005,"score_gpt":0.2542122096453078,"score_spread":0.2361875781983677,"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."}}