{"id":"W6901944737","doi":"10.6084/m9.figshare.15102790","title":"Additional file 4 of Champions for improved adherence to guidelines in long-term care homes: a systematic review","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"MEDLINE; Data collection; Health care; Primary care; Risk assessment","routes":{"ca_aff":true,"ca_fund":false,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007997269,0.00232315,0.005408657,0.008872454,0.001139785,0.003190693,0.002389726,0.002465863,0.8375148],"category_scores_gemma":[0.1227366,0.001512752,0.005688331,0.01266751,0.0006519019,0.005341206,0.002192735,0.001619744,0.03877547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003517288,"about_ca_system_score_gemma":0.006502233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008474102,"about_ca_topic_score_gemma":0.01838193,"domain_scores_codex":[0.9947943,0.001157411,0.001927901,0.0007816044,0.0008621439,0.0004766051],"domain_scores_gemma":[0.9008253,0.07651683,0.01253474,0.002072326,0.007150553,0.0009002025],"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":[0.002088228,0.00009877898,0.002500543,0.6079031,0.001869181,0.000129624,0.0002521251,0.0007575305,0.0002489604,0.002706765,0.3692599,0.01218532],"study_design_scores_gemma":[0.07252916,0.001550741,0.04415595,0.4193879,0.01353408,0.0009537143,0.001265437,0.004984245,0.001530142,0.02999047,0.4092435,0.0008746308],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.0003949951,0.0008245657,0.0004257078,0.0004554603,0.0001303247,0.002764923,0.9934939,0.0002645635,0.00124561],"genre_scores_gemma":[0.04377762,0.006305092,0.02132286,0.005954371,0.0009693066,0.2404227,0.6334311,0.001480403,0.04633654],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8375148,"threshold_uncertainty_score":0.2317654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1152110565719709,"score_gpt":0.4386806130629614,"score_spread":0.3234695564909904,"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."}}