{"id":"W3156948534","doi":"10.1371/journal.pone.0250341","title":"Insights from homeless men about PRISM, an innovative shelter-based mental health service","year":2021,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital; McGill University; Douglas Mental Health University Institute; Université du Québec à Montréal","funders":"Canadian Institutes of Health Research; Jewish General Hospital","keywords":"Mental health; Prism; Service (business); Qualitative research; Psychology; Nursing; Public relations; Medicine; Sociology; Psychiatry; Business; Political science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.005789338,0.0006153502,0.0008870283,0.001057966,0.01409619,0.006738846,0.002580511,0.001923545,0.003875487],"category_scores_gemma":[0.007873335,0.000768276,0.0003857042,0.001906094,0.01204379,0.004557688,0.006233096,0.006349316,0.0003462363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007017575,"about_ca_system_score_gemma":0.008078951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05041298,"about_ca_topic_score_gemma":0.08149315,"domain_scores_codex":[0.9947944,0.003247587,0.0001202045,0.0001899389,0.0005872422,0.001060499],"domain_scores_gemma":[0.9967704,0.001598583,0.00035179,0.00007762217,0.0002844901,0.0009171558],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001485405,0.00004733446,0.001768048,0.00007215352,0.00000369889,0.001015109,0.9895126,0.00002294083,0.0002433011,0.001696221,0.001375555,0.004228185],"study_design_scores_gemma":[0.000002812558,0.00003609236,0.0009060775,0.00007029698,0.000003392644,0.0002497712,0.9915319,0.00003738818,0.00009569082,0.0001980403,0.006861858,0.000006671347],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9696157,0.001897296,0.001595783,0.01554757,0.0001519687,0.0001666044,0.0001258296,0.00004382967,0.01085548],"genre_scores_gemma":[0.988463,0.001383509,0.0007375982,0.00455898,0.00005308732,0.00009200438,0.00004235999,0.00004481319,0.004624686],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05041298,"threshold_uncertainty_score":0.1002391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1006421436210982,"score_gpt":0.3795720000017022,"score_spread":0.278929856380604,"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."}}