{"id":"W4213156041","doi":"10.1089/tmj.2021.0574","title":"Accuracy of Simulated Research Tasks by Community Hospitals Participating in a Multicenter Telemedicine Trial","year":2022,"lang":"en","type":"article","venue":"Telemedicine Journal and e-Health","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Telemedicine; Clinical trial; Data collection; Descriptive statistics; Medicine; Health care; Medical emergency; Research design; Family medicine; Statistics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.1910229,0.0006508311,0.0009652605,0.002363712,0.001126253,0.003547474,0.001873868,0.00189979,0.002200443],"category_scores_gemma":[0.621982,0.0007731735,0.001329669,0.001684884,0.001292234,0.002272439,0.00324731,0.001173856,0.0009847245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002314939,"about_ca_system_score_gemma":0.003442351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004980951,"about_ca_topic_score_gemma":0.004248771,"domain_scores_codex":[0.6377079,0.3019846,0.03438716,0.01076767,0.01213009,0.00302259],"domain_scores_gemma":[0.231412,0.6185367,0.0747845,0.04828295,0.02347529,0.003508521],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01350483,0.001124211,0.7710365,0.0008757937,0.0008378492,0.000389147,0.01201533,0.01800652,0.001249168,0.001024802,0.005221653,0.1747142],"study_design_scores_gemma":[0.002368753,0.01002333,0.7926203,0.002027225,0.0006039116,0.001171644,0.01282635,0.1474601,0.007580247,0.006058741,0.01671388,0.000545606],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9743558,0.0006294943,0.01509682,0.00146086,0.0001287806,0.001515244,0.0009706347,0.0005281924,0.005314216],"genre_scores_gemma":[0.9899748,0.0001438336,0.007933821,0.0003210293,0.00003068662,0.0006457148,0.0006525363,0.00003507052,0.0002624484],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8089771,"threshold_uncertainty_score":0.9976127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2170741652910629,"score_gpt":0.559403186115449,"score_spread":0.3423290208243861,"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."}}