{"id":"W6977010683","doi":"10.6084/m9.figshare.21151412.v1","title":"Additional file 6 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); Health care; Data collection; Diabetes mellitus; MEDLINE; Public health","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":[0.008651148,0.0007118528,0.001034251,0.001337045,0.001756645,0.001167091,0.001702648,0.0009113628,0.7896756],"category_scores_gemma":[0.05639151,0.0007610523,0.001052373,0.001664439,0.0003362451,0.001662562,0.0009675919,0.00194735,0.08364095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002123861,"about_ca_system_score_gemma":0.005812253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01444724,"about_ca_topic_score_gemma":0.02499795,"domain_scores_codex":[0.997862,0.001103143,0.0004107642,0.0001857795,0.0002561804,0.0001821109],"domain_scores_gemma":[0.9555864,0.03196667,0.001790244,0.002033034,0.007458989,0.001164498],"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":[0.001320688,0.0006327528,0.001642239,0.003260559,0.00003069075,0.00004068947,0.0005480633,0.0002770097,0.00004919216,0.0009142162,0.9629615,0.02832239],"study_design_scores_gemma":[0.05649561,0.003878059,0.07623347,0.01911213,0.000491685,0.0004141172,0.005712914,0.004258189,0.001444036,0.01864246,0.8129568,0.0003605095],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"protocol","genre_scores_codex":[0.002883013,0.00009742387,0.003367741,0.001628378,0.0002969052,0.07771232,0.8986672,0.0006740552,0.01467304],"genre_scores_gemma":[0.02447638,0.0004324584,0.02354696,0.002224247,0.0002505583,0.7474183,0.1642308,0.0006968421,0.03672345],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.7896756,"threshold_uncertainty_score":0.3000022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2039178575965623,"score_gpt":0.4522537924403165,"score_spread":0.2483359348437542,"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."}}