{"id":"W3178933886","doi":"10.1371/journal.pone.0254527","title":"Models of provider care in long-term care: A rapid scoping review","year":2021,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; University of Toronto; St. Michael's Hospital; Ottawa Hospital","funders":"Canadian Institutes of Health Research; Royal Society; Royal Society of Canada","keywords":"Term (time); MEDLINE; Medicine; Intensive care medicine; Chemistry; Physics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.08130676,0.002676835,0.009475096,0.04326241,0.002319098,0.01059368,0.004803257,0.005347406,0.005116967],"category_scores_gemma":[0.1994379,0.003098565,0.01006684,0.05023339,0.002463346,0.01964958,0.006286103,0.004652813,0.001108146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01888927,"about_ca_system_score_gemma":0.04350258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01636884,"about_ca_topic_score_gemma":0.03683027,"domain_scores_codex":[0.94264,0.02572217,0.01717849,0.002572665,0.01079245,0.001094242],"domain_scores_gemma":[0.7710445,0.1670877,0.02671354,0.005534123,0.02832189,0.001298228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001243179,0.00004769354,0.0009496583,0.7827043,0.002117782,0.0001830124,0.001818126,0.0005556063,0.0002849633,0.00489115,0.01337985,0.1929436],"study_design_scores_gemma":[0.00004137227,0.00007173291,0.001195843,0.9603807,0.002607575,0.0001291559,0.0006954346,0.0002076983,0.00005743473,0.00128376,0.03329074,0.00003862621],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007459572,0.9868941,0.001942766,0.004289542,0.0007590792,0.003216776,0.0005718067,0.00005439158,0.001525522],"genre_scores_gemma":[0.007404882,0.9745615,0.00955446,0.001513636,0.0003032984,0.005803028,0.0005806515,0.00002022646,0.0002583108],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.08130676,"threshold_uncertainty_score":0.4299964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1152257947445993,"score_gpt":0.3904470835693825,"score_spread":0.2752212888247831,"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."}}