{"id":"W6977034195","doi":"10.6084/m9.figshare.21151397.v1","title":"Additional file 1 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":"Computational Physics and Python Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Calgary","funders":"","keywords":"Checklist; SAFER; Protocol (science); Data collection; Diabetes mellitus; Research design","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006280738,0.00009012611,0.0001268944,0.0000817391,0.0005157173,0.00007089334,0.0004118126,0.000006500291,0.1200004],"category_scores_gemma":[0.0002797021,0.0001018622,0.00002558369,0.000481393,0.000004028818,0.0001634304,0.000672269,0.00005673329,0.00001567866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004540031,"about_ca_system_score_gemma":0.0002371218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005646871,"about_ca_topic_score_gemma":0.00002867985,"domain_scores_codex":[0.999021,0.00003414183,0.0002101624,0.0003176445,0.000280686,0.0001363542],"domain_scores_gemma":[0.9981368,0.001144441,0.0001424788,0.0002330547,0.0002898257,0.00005341853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000007427995,0.0003212403,0.00003315942,0.00007247602,0.00001769742,8.533663e-8,0.002963183,0.02947355,0.00005366684,0.001348345,0.9596518,0.006057378],"study_design_scores_gemma":[0.0002883888,0.0004229585,0.02207333,0.0001958951,0.000002126264,4.319821e-7,0.0003216827,0.9585,0.00002021172,0.002345541,0.01563059,0.0001988875],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"protocol","genre_scores_codex":[0.0007147735,6.087599e-7,0.01298239,0.00007823596,0.000002672236,0.0282924,0.9577563,0.00004983823,0.0001227398],"genre_scores_gemma":[0.04920007,1.35934e-9,0.05538858,0.0001143095,0.0000156721,0.7305052,0.1647496,0.000009566282,0.00001699149],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.9440212,"threshold_uncertainty_score":0.8808041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.103331335575974,"score_gpt":0.3446914673392307,"score_spread":0.2413601317632568,"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."}}