{"id":"W4281768849","doi":"10.5206/ijoh.2022.2.13709","title":"De-Implementation: Lessons to be Learned when Abandoning Inappropriate Homelessness Interventions","year":2022,"lang":"en","type":"article","venue":"International Journal on Homelessness","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Forskningsrådet om Hälsa, Arbetsliv och Välfärd; Linnéuniversitetet; Vetenskapsrådet","keywords":"Psychological intervention; Context (archaeology); Process (computing); Public relations; Evidence-based practice; Scientific evidence; Psychology; Political science; Medicine; Computer science; Psychiatry; Alternative medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002821697,0.0003699782,0.0008469716,0.0009209248,0.003258299,0.0003179226,0.001633676,0.000146869,0.0112514],"category_scores_gemma":[0.000211658,0.0003756926,0.0004444452,0.0005617121,0.00006011155,0.0004239455,0.0008833435,0.002060166,0.0001786359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001957339,"about_ca_system_score_gemma":0.0007342135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007222188,"about_ca_topic_score_gemma":0.002516071,"domain_scores_codex":[0.9937999,0.001575135,0.001348392,0.0005328291,0.001769417,0.0009743219],"domain_scores_gemma":[0.9969048,0.0004745143,0.0008564203,0.0003416994,0.0009541881,0.0004683884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001886979,0.001583437,0.09863798,0.0002547253,0.00128773,0.0009966197,0.3986386,0.005395887,0.0006314662,0.1553264,0.002641149,0.3327191],"study_design_scores_gemma":[0.006084709,0.0006246571,0.04628298,0.0006046722,0.0001117359,0.000033317,0.731997,0.0001344048,0.000253561,0.01352687,0.199368,0.0009782029],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9673494,0.0002249396,0.004753986,0.01695608,0.006684093,0.0007305908,0.0003201367,0.0001671982,0.002813559],"genre_scores_gemma":[0.9930914,0.0001656641,0.0003412531,0.001979191,0.00153943,0.0008959003,0.0001555816,0.0001003359,0.001731257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3333583,"threshold_uncertainty_score":0.9998695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1394081702429574,"score_gpt":0.4868768079563889,"score_spread":0.3474686377134314,"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."}}