{"id":"W2467427897","doi":"10.1108/hcs-03-2016-0002","title":"Narratives by health professionals on solvent use and housing insecurity","year":2016,"lang":"en","type":"article","venue":"Housing Care and Support","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Winnipeg; University of Manitoba","funders":"","keywords":"Originality; Narrative; Social work; Human services; Public relations; Service (business); Work (physics); Addiction; Service provider; Value (mathematics); Nursing; Psychology; Sociology; Medicine; Business; Qualitative research; Marketing; Political science; Psychiatry; Engineering; Social science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0003635807,0.0001764512,0.0004446684,0.00006098446,0.001359837,0.00002448332,0.00004901033,0.0001716366,0.00009294075],"category_scores_gemma":[0.00006212013,0.00011505,0.00003631926,0.00006741442,0.00009329584,0.00023662,0.00008830181,0.0002344206,0.00001270415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001555412,"about_ca_system_score_gemma":0.0003608585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005905365,"about_ca_topic_score_gemma":0.001788771,"domain_scores_codex":[0.9982465,0.0004015688,0.0003498686,0.0003282193,0.0002168395,0.0004570005],"domain_scores_gemma":[0.9990557,0.0002610376,0.0001726452,0.0001547909,0.0001357214,0.0002201262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001211465,0.0001600721,0.4596687,0.0007896151,0.00004172059,0.00002614936,0.4405123,5.740478e-8,0.0008735114,0.001379215,0.01292193,0.08350555],"study_design_scores_gemma":[0.003285571,0.001300765,0.1002462,0.005552884,0.00003393486,0.000001280482,0.7011234,0.000002723515,0.0007138719,0.00144325,0.1852538,0.001042288],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950469,0.001096532,0.00008252853,0.002310155,0.0003549271,0.0004457992,0.0001770183,0.00008598108,0.0004001439],"genre_scores_gemma":[0.9967755,0.0009190169,0.0001153306,0.001437063,0.0001570433,0.00003022639,0.00002859019,0.00003158024,0.0005056515],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3594225,"threshold_uncertainty_score":0.9999403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06615631743550199,"score_gpt":0.419127633036565,"score_spread":0.352971315601063,"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."}}