{"id":"W6920646648","doi":"10.6084/m9.figshare.21151400","title":"Additional file 2 of Developing and evaluating a SAFER model to screen for diabetes complications among people experiencing homelessness: a pilot study protocol","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Calgary","funders":"","keywords":"SAFER; Protocol (science); Data collection; Diabetes mellitus; Participant observation; MEDLINE","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007845119,0.0006877125,0.001057929,0.001165392,0.001808378,0.001278493,0.001712528,0.0009211712,0.7959069],"category_scores_gemma":[0.05822698,0.0006852536,0.001028182,0.001443058,0.0003612501,0.001652065,0.0009007046,0.001796017,0.07883123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001783692,"about_ca_system_score_gemma":0.005282819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01075204,"about_ca_topic_score_gemma":0.01682482,"domain_scores_codex":[0.9981635,0.0009425745,0.000328057,0.0001886532,0.0002262028,0.0001509712],"domain_scores_gemma":[0.9563495,0.0321928,0.001639942,0.002081683,0.006534374,0.001201731],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001978044,0.0007982815,0.001727781,0.00365413,0.0000383859,0.00004723236,0.0005474531,0.0002590212,0.00005254116,0.001253281,0.9603193,0.0293245],"study_design_scores_gemma":[0.07563012,0.004800215,0.06608497,0.01767966,0.0005606876,0.0004782057,0.004731362,0.003950515,0.00156735,0.02301972,0.8011183,0.000378871],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"protocol","genre_scores_codex":[0.003503339,0.0001158135,0.003820263,0.001797662,0.0003833891,0.08486194,0.8898365,0.0008095217,0.01487152],"genre_scores_gemma":[0.0296165,0.0004128496,0.02264816,0.002340764,0.0002764558,0.7751374,0.1343103,0.0006981822,0.03455939],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.7959069,"threshold_uncertainty_score":0.291114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2014852041978517,"score_gpt":0.4520370784904155,"score_spread":0.2505518742925638,"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."}}