{"id":"W7111272694","doi":"10.1371/journal.pone.0324805.s003","title":"Summary of Statistical Models.","year":2025,"lang":"","type":"article","venue":"Figshare","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ambulatory care; Emergency department; Cohort; Pandemic; Health care; Ambulatory; Disease management; Telemedicine; Acute care","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":[],"consensus_categories":[],"category_scores_codex":[0.02091176,0.003314339,0.003923537,0.003511954,0.001288511,0.004224543,0.005505349,0.003291121,0.2120599],"category_scores_gemma":[0.07987876,0.001386241,0.006124906,0.004207205,0.001429023,0.002637237,0.002775481,0.005726673,0.04511468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002867674,"about_ca_system_score_gemma":0.00689408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02017581,"about_ca_topic_score_gemma":0.01258318,"domain_scores_codex":[0.9765602,0.01356322,0.001715906,0.004030593,0.003151135,0.0009789019],"domain_scores_gemma":[0.9317195,0.05558992,0.002897041,0.00448612,0.004684445,0.0006229279],"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":[0.002177837,0.0005749188,0.01909249,0.006830159,0.004079931,0.001046526,0.0009848048,0.03430208,0.0006492203,0.08843225,0.5055085,0.3363213],"study_design_scores_gemma":[0.001046249,0.001721796,0.01678732,0.003483832,0.002481219,0.001117243,0.001250508,0.2585933,0.001126276,0.1653672,0.5466958,0.0003292902],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.01443863,0.008431692,0.6617922,0.009473742,0.006924953,0.00755572,0.2061224,0.02025949,0.06500113],"genre_scores_gemma":[0.1796266,0.007947057,0.5807262,0.006049355,0.003030579,0.03408282,0.09748608,0.006554171,0.08449719],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2120599,"threshold_uncertainty_score":0.7094111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07304671982089556,"score_gpt":0.3826002002528478,"score_spread":0.3095534804319522,"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."}}