{"id":"W4321996515","doi":"10.12968/ippr.2023.13.1.11","title":"Community paramedic outreach support for people experiencing homelessness","year":2023,"lang":"en","type":"article","venue":"International Paramedic Practice","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Alberta; Alberta Health; Impact; Alberta Health Services","funders":"","keywords":"Outreach; Mental health; Substance abuse; Medicine; Multidisciplinary approach; Substance use; Social work; Nursing; Psychology; Psychiatry; Sociology; Political 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":[0.001001459,0.0002907485,0.0002083478,0.0004424721,0.001877235,0.0005774893,0.0009403994,0.000523554,0.002933403],"category_scores_gemma":[0.003330223,0.0001641347,0.0002202468,0.0003058086,0.0005358467,0.0003127279,0.001663191,0.0007312224,0.000217396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002493125,"about_ca_system_score_gemma":0.01109181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06031344,"about_ca_topic_score_gemma":0.1896462,"domain_scores_codex":[0.9991229,0.0003139737,0.00002622627,0.00002877885,0.0001393114,0.0003687256],"domain_scores_gemma":[0.9984345,0.0001494403,0.0002549516,0.00003732108,0.0002138546,0.0009099621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001602126,0.01816807,0.6068578,0.001435216,0.0001126387,0.001924804,0.02657904,0.0003605672,0.003814708,0.0001826722,0.01006938,0.3288931],"study_design_scores_gemma":[0.0009958998,0.02092647,0.9260468,0.0006955776,0.00009199123,0.0008687705,0.04005313,0.0003515663,0.0005930456,0.0001166342,0.009235265,0.00002476378],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995884,0.0003576507,0.00006358035,0.0008274817,0.00003601047,0.0006493006,0.00005577687,0.00001846051,0.002107904],"genre_scores_gemma":[0.9973142,0.0005606767,0.0005598043,0.0004665941,0.00005659527,0.0003277897,0.00008996208,0.000002352911,0.0006221593],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06031344,"threshold_uncertainty_score":0.1199247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.102244505507646,"score_gpt":0.4959978051871409,"score_spread":0.3937532996794949,"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."}}