{"id":"W3166664169","doi":"10.82308/16125","title":"Change in housing status among currently and formerly homeless individuals using emergency shelters, temporary housing and permanent housing services in Quebec, Canada: Predictors and Typology","year":2020,"lang":"en","type":"article","venue":"eScholarship@McGill (McGill)","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Typology; Public housing; Housing First; Subdivision; Housing tenure; Supportive housing; Business; Geography; Socioeconomics; Environmental health; Economic growth; Gerontology; Political science; Medicine; Sociology; Mental health","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008680832,0.0003718327,0.0004128751,0.001637915,0.002608882,0.002029976,0.002040452,0.0006604922,0.003422096],"category_scores_gemma":[0.00273148,0.0003307964,0.0007744078,0.004209178,0.001619965,0.0007212593,0.001411134,0.0008168416,0.0003057515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02648547,"about_ca_system_score_gemma":0.02328882,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9945456,"about_ca_topic_score_gemma":0.9973351,"domain_scores_codex":[0.9992156,0.0000682958,0.00006081066,0.0001372454,0.0002208197,0.0002971011],"domain_scores_gemma":[0.9969667,0.0002289591,0.0007082855,0.0001080737,0.001196036,0.0007919028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002788985,0.00001657138,0.9965042,0.00002712324,0.00002878654,0.00003579752,0.0006948739,0.0001012463,0.00005467447,0.00005113806,0.0006359268,0.001821969],"study_design_scores_gemma":[0.000002342663,0.00001293199,0.9968463,0.00004699534,0.00001333984,0.0000236334,0.002318398,0.0002308782,0.00001848426,0.00001540434,0.0004647229,0.000006456209],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936159,0.000742019,0.0001397833,0.0003380968,0.00001603221,0.00005890094,0.003475085,0.00001020567,0.001604053],"genre_scores_gemma":[0.9972578,0.0004083074,0.0001158841,0.00006102023,0.000005638356,0.00003239375,0.001336082,0.000004729633,0.000778363],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02648547,"threshold_uncertainty_score":0.1921664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05068597228329567,"score_gpt":0.3203140170348595,"score_spread":0.2696280447515638,"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."}}