{"id":"W6904854652","doi":"10.1371/journal.pone.0312270.s001","title":"ICES databases.","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Health care; Outpatient clinic; Emergency department; Public health; Health services; Baseline (sea)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002244962,0.001127004,0.002254153,0.006459565,0.000933952,0.003430346,0.003125577,0.001820773,0.6098725],"category_scores_gemma":[0.01357606,0.0009021233,0.001212799,0.01160891,0.0004072094,0.002107294,0.002060782,0.001276365,0.2977631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004376216,"about_ca_system_score_gemma":0.01512913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1833453,"about_ca_topic_score_gemma":0.197953,"domain_scores_codex":[0.9982452,0.0002845901,0.0003679962,0.0002847301,0.0005130741,0.0003043406],"domain_scores_gemma":[0.9919112,0.001826828,0.0008649313,0.000688771,0.003891151,0.0008169675],"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":[0.0001357009,0.00001171931,0.000513594,0.002713485,0.00002646841,0.00002163282,0.00005159081,0.00007759587,0.00003751608,0.001646154,0.9829773,0.01178728],"study_design_scores_gemma":[0.0002021464,0.000009014401,0.00225189,0.001557929,0.00003270701,0.0000316258,0.00009402489,0.0001192223,0.00005307586,0.00163797,0.9939879,0.00002242278],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00009585227,0.0004904119,0.0001665114,0.0004112237,0.00009236545,0.0001103522,0.9743939,0.0007011946,0.02353811],"genre_scores_gemma":[0.002441801,0.003020959,0.002262818,0.0008561441,0.0001490472,0.000941131,0.9600261,0.001279865,0.02902213],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6098725,"threshold_uncertainty_score":0.5564696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1432666190836777,"score_gpt":0.3844809990589648,"score_spread":0.2412143799752871,"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."}}