{"id":"W4399852960","doi":"10.5206/ijoh.2023.3.16836","title":"Thriving After Homelessness: A Concept Analysis","year":2024,"lang":"en","type":"article","venue":"International Journal on Homelessness","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; York University; Public Health Ontario; University of Toronto; Western University","funders":"","keywords":"Thriving; Psychology; Sociology; Psychotherapist","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001003278,0.0004009876,0.001039603,0.001426639,0.0006074047,0.0005481332,0.000931335,0.0003447632,0.005808098],"category_scores_gemma":[0.0001384111,0.0003218501,0.0006639034,0.001346713,0.0001244455,0.0006868772,0.0002073635,0.001720677,0.001008425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006848701,"about_ca_system_score_gemma":0.0004383884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001861288,"about_ca_topic_score_gemma":0.001371888,"domain_scores_codex":[0.9955924,0.0005635601,0.001096405,0.0005594422,0.00142848,0.0007597517],"domain_scores_gemma":[0.9972215,0.0009137741,0.0003188171,0.000316731,0.0009024236,0.0003267223],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001338655,0.0007362304,0.3391056,0.0004099872,0.01403284,0.008176877,0.2523656,0.001289463,0.000155598,0.1002201,0.0006416414,0.2815274],"study_design_scores_gemma":[0.004990956,0.0005417744,0.3985036,0.006427691,0.002525071,0.00003345277,0.3192355,0.005504969,0.0003943889,0.01929709,0.2393451,0.003200459],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9717242,0.003819505,0.005712684,0.001004286,0.01201976,0.0002710625,0.0001717676,0.0003088127,0.004967937],"genre_scores_gemma":[0.992564,0.0009455914,0.00006752389,0.0003554557,0.004346298,0.0001591814,0.00005966375,0.00008405906,0.001418186],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2783269,"threshold_uncertainty_score":0.9999233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02939948692385326,"score_gpt":0.4112882105632376,"score_spread":0.3818887236393844,"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."}}