{"id":"W6901966490","doi":"10.6084/m9.figshare.21151409.v1","title":"Additional file 5 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; MEDLINE; Risk assessment","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":["insufficient_payload"],"category_scores_codex":[0.00983298,0.0006854433,0.001038715,0.001438011,0.001906107,0.001201813,0.001744624,0.0009003716,0.7918147],"category_scores_gemma":[0.05779764,0.0007814316,0.001061705,0.001746316,0.0003661706,0.001609347,0.001028233,0.001859229,0.0734943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002393598,"about_ca_system_score_gemma":0.005749532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01518183,"about_ca_topic_score_gemma":0.02545885,"domain_scores_codex":[0.9977646,0.001213425,0.0004029984,0.0001850791,0.0002470056,0.0001869369],"domain_scores_gemma":[0.9485206,0.03889504,0.001778811,0.002138673,0.007406547,0.001260198],"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":[0.001402757,0.000679364,0.001827378,0.003895129,0.00003193399,0.00005160256,0.0008700857,0.0003235652,0.00006039376,0.001163842,0.955186,0.03450804],"study_design_scores_gemma":[0.05139127,0.004056905,0.08058216,0.01939876,0.0005129742,0.0004348132,0.00755367,0.004337816,0.001720224,0.01990722,0.8097077,0.0003965173],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.003597792,0.0001049223,0.004375953,0.001812476,0.000308849,0.09043031,0.8824581,0.0008148939,0.01609662],"genre_scores_gemma":[0.02720324,0.000425152,0.02744786,0.002159374,0.0002242942,0.7647597,0.1404211,0.0006645662,0.03669473],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2081853,"threshold_uncertainty_score":0.2969511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2038910152668776,"score_gpt":0.4522653206007852,"score_spread":0.2483743053339076,"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."}}