{"id":"W3045299840","doi":"10.1101/2020.07.20.20158386","title":"COVIDCare@Home: Lessons from a Family Medicine Led Remote Monitoring Program","year":2020,"lang":"en","type":"preprint","venue":"medRxiv","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Public Health Ontario; Women's College Hospital; University of Toronto","funders":"University of Toronto","keywords":"Medicine; Mental health; Health care; Telemedicine; Cohort; Population; Family medicine; Nursing; Medical emergency; Environmental health; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0006228882,0.0007887459,0.001947834,0.0003564827,0.0001646474,0.0000731579,0.0005901519,0.0008427806,0.0001477026],"category_scores_gemma":[0.002228521,0.0006714596,0.0003798596,0.0005352274,0.0002171442,0.00005893088,0.000769233,0.002803418,0.0001552608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006556013,"about_ca_system_score_gemma":0.00199057,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009942502,"about_ca_topic_score_gemma":0.0001337707,"domain_scores_codex":[0.9951138,0.0002228602,0.001046373,0.001467156,0.001275745,0.0008740338],"domain_scores_gemma":[0.9955014,0.0005266345,0.000459043,0.001619963,0.000405392,0.001487557],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001679081,0.0005101033,0.4011873,0.00833072,0.001373157,0.004055731,0.009972224,0.0000276388,0.02973045,0.00009916073,0.01002718,0.5330072],"study_design_scores_gemma":[0.003788911,0.001105955,0.8907677,0.007801379,0.0009660647,0.0000233279,0.0005970706,0.001049252,0.0009798206,0.002940322,0.08917253,0.0008076478],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8209822,0.007149068,0.0009401382,0.1607477,0.004387103,0.002723714,0.0001447675,0.001392571,0.001532816],"genre_scores_gemma":[0.9801297,0.002676635,0.004614048,0.004798738,0.006756982,0.0001120689,0.0004250262,0.0001774545,0.0003093228],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5321996,"threshold_uncertainty_score":0.9995736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2281962238544673,"score_gpt":0.4717940539534158,"score_spread":0.2435978300989485,"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."}}