{"id":"W4389762555","doi":"10.1111/jan.16004","title":"Using spatial video geonarratives to improve nursing care for people who use drugs and experience homelessness: A methodology for nurses","year":2023,"lang":"en","type":"article","venue":"Journal of Advanced Nursing","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; University of Calgary","funders":"O'Brien Institute for Public Health, University of Calgary","keywords":"Harm reduction; Nursing; Outreach; Photo elicitation; Data collection; Interview; Psychological intervention; Fieldnotes; Medicine; Vulnerability (computing); Paraphernalia; Psychology; Public health; Computer science; Sociology; Ethnography; Geography","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006608418,0.0002396765,0.001202136,0.0003568236,0.001376401,0.00005214832,0.0001744856,0.0001987841,0.000005229162],"category_scores_gemma":[0.001483282,0.0002193299,0.0001623536,0.0004197725,0.0001427527,0.0007343157,0.00003135901,0.0003156988,6.869141e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004393081,"about_ca_system_score_gemma":0.0002773074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009679213,"about_ca_topic_score_gemma":0.0002778592,"domain_scores_codex":[0.9974929,0.0003998626,0.0007943907,0.0003400804,0.0002472555,0.0007255085],"domain_scores_gemma":[0.9953439,0.00257354,0.0006908338,0.000163184,0.000983572,0.0002449661],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0009611106,0.00003340286,0.001067899,0.000294867,0.00002143986,0.000002449849,0.764114,0.0004919472,0.01886256,0.0004319721,0.00002014903,0.2136983],"study_design_scores_gemma":[0.001719395,0.0004838769,0.006141502,0.003204864,0.00007824706,0.000001804538,0.9782323,0.0009061748,0.004687704,0.003388908,0.0008947459,0.0002604481],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.893887,0.0007574394,0.09865361,0.000433107,0.004833056,0.001320336,0.00005255766,0.00004134801,0.0000214838],"genre_scores_gemma":[0.942696,0.00010058,0.05582387,0.00005119164,0.001042725,0.0001311398,0.000006417724,0.00006369739,0.00008439425],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2141184,"threshold_uncertainty_score":0.9999236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1212617210808399,"score_gpt":0.5061651728125793,"score_spread":0.3849034517317395,"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."}}