{"id":"W3215677989","doi":"10.5206/ijoh.2022.1.13643","title":"Identifying Challenges and Solutions to Providing Diabetes Care for Those Experiencing Homelessness","year":2021,"lang":"en","type":"article","venue":"International Journal on Homelessness","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; University of Calgary","funders":"","keywords":"Outreach; Thematic analysis; Nursing; Health care; Population; Medicine; Service provider; Mainstream; Qualitative research; Service (business); Business; Political science; Environmental health; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0007474529,0.0002971884,0.0007482279,0.000375195,0.001782129,0.0002559987,0.0004991837,0.0002260298,0.00009477549],"category_scores_gemma":[0.000549351,0.0002818413,0.00017519,0.0002066461,0.00005293448,0.0004894877,0.0003580761,0.0006170578,0.00006222512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005192005,"about_ca_system_score_gemma":0.0004076393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002117917,"about_ca_topic_score_gemma":0.001799945,"domain_scores_codex":[0.9968753,0.0003706823,0.0007209784,0.000518332,0.0007097916,0.0008048427],"domain_scores_gemma":[0.9961147,0.0007883362,0.0003357333,0.0002263196,0.002179413,0.0003554773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000162978,0.0002033113,0.01563373,0.0007457993,0.0002928453,0.0001551134,0.6066744,0.00008297785,0.003238568,0.03698859,0.00003385704,0.3357878],"study_design_scores_gemma":[0.001600566,0.0001077015,0.0180236,0.002104037,0.00004258334,0.000003934381,0.9543715,0.00006121089,0.003166374,0.00320505,0.0168287,0.0004847294],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9773335,0.01274696,0.001632253,0.001377196,0.005279202,0.000544763,0.00009413715,0.00008926107,0.0009027424],"genre_scores_gemma":[0.9922065,0.004069564,0.000638299,0.000260237,0.002120183,0.0004945963,0.00003567666,0.00006951437,0.0001054786],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3476971,"threshold_uncertainty_score":0.9999634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1195877239627265,"score_gpt":0.4322900395695788,"score_spread":0.3127023156068522,"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."}}