{"id":"W6885435506","doi":"10.1371/journal.pmed.1003172.s002","title":"Demographics in studies of precariously housed and homeless participants in Vancouver, Canada.","year":2020,"lang":"en","type":"article","venue":"Figshare","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Demographics; Population; Work (physics); MEDLINE; Data collection","routes":{"ca_aff":false,"ca_fund":false,"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":[0.001181064,0.0002938375,0.0004630898,0.002038484,0.008401815,0.002539073,0.001536391,0.0007862332,0.003241257],"category_scores_gemma":[0.004411058,0.0004833374,0.0002377803,0.004189857,0.001589969,0.0009103006,0.002408359,0.001119281,0.00034891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01169058,"about_ca_system_score_gemma":0.02040384,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.968246,"about_ca_topic_score_gemma":0.9882543,"domain_scores_codex":[0.9985695,0.0002291436,0.00009892839,0.0001567887,0.000317812,0.0006277579],"domain_scores_gemma":[0.9974833,0.000208179,0.0004509808,0.00007181778,0.000893463,0.000892256],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001213275,0.0001510742,0.9204768,0.0001547747,0.00002802817,0.0004325345,0.06704614,0.00002150692,0.0002700554,0.0003026422,0.003672186,0.00732288],"study_design_scores_gemma":[0.000009632232,0.00005741265,0.8385028,0.000221022,0.00001104292,0.0001553676,0.1583888,0.00002695317,0.0000338273,0.00006016174,0.002517319,0.00001580228],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935868,0.001190792,0.00006352928,0.0004615883,0.00002525931,0.0001740499,0.001313676,0.000003418952,0.00318093],"genre_scores_gemma":[0.9947321,0.001291838,0.0001197629,0.0006314952,0.00001006328,0.0001906863,0.0007187599,0.000008346639,0.002296917],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03175402,"threshold_uncertainty_score":0.08482152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2274861218370329,"score_gpt":0.4207004381367261,"score_spread":0.1932143162996932,"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."}}