{"id":"W6958355858","doi":"10.6084/m9.figshare.21151406","title":"Additional file 4 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); Diabetes mellitus; Data collection; 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":[],"category_scores_codex":[0.007069791,0.0006779944,0.001089322,0.001275145,0.001470141,0.001146364,0.001652769,0.0009012162,0.804957],"category_scores_gemma":[0.05545624,0.0006509626,0.001135121,0.001606629,0.0003244962,0.001609128,0.0008881675,0.001616907,0.08546071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001912565,"about_ca_system_score_gemma":0.004356192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01216722,"about_ca_topic_score_gemma":0.01875135,"domain_scores_codex":[0.998312,0.0008044801,0.0003518102,0.0001628855,0.0002133787,0.0001554649],"domain_scores_gemma":[0.9566023,0.03188002,0.001891562,0.001879378,0.006609376,0.001137352],"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":[0.001892955,0.0007930544,0.002446587,0.003553565,0.00004282569,0.00004090401,0.0003626021,0.0002812572,0.00004654003,0.0008120129,0.9615064,0.02822115],"study_design_scores_gemma":[0.08320929,0.005005754,0.1148387,0.01941693,0.0007006537,0.0005081248,0.003827061,0.004472125,0.001641364,0.01843421,0.7475137,0.000432133],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"protocol","genre_scores_codex":[0.003227478,0.0001028033,0.002563766,0.001387486,0.0002648429,0.05182706,0.9280812,0.000693505,0.01185187],"genre_scores_gemma":[0.04085115,0.0005742512,0.02383129,0.002753103,0.0003534451,0.6375716,0.2465747,0.0009739352,0.04651663],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.804957,"threshold_uncertainty_score":0.278205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2051273307976,"score_gpt":0.4526140765363915,"score_spread":0.2474867457387915,"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."}}