{"id":"W3117036872","doi":"10.1186/s12877-020-01781-8","title":"Seniors’ campus continuums: local solutions for broad spectrum seniors care","year":2021,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact; Sinai Health System; University of Toronto; Public Health Ontario","funders":"Canadian Institutes of Health Research; University of Toronto","keywords":"Phone; Health care; Population; Public relations; Gerontology; Medicine; Marketing; Nursing; Psychology; Business; Economic growth; Environmental health; Political science; Economics","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","sts"],"consensus_categories":[],"category_scores_codex":[0.0005016397,0.0003289391,0.0005810199,0.0002104274,0.00161389,0.00004493373,0.0002341195,0.0005189174,0.0003880192],"category_scores_gemma":[0.0005629917,0.0003336104,0.0004082506,0.0009133439,0.00008887824,0.0001134169,0.0002204633,0.0005461576,0.0002913115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005455237,"about_ca_system_score_gemma":0.002093568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007140288,"about_ca_topic_score_gemma":0.004164707,"domain_scores_codex":[0.9963862,0.0004120602,0.0007730116,0.0006492984,0.0003522662,0.001427205],"domain_scores_gemma":[0.997012,0.0009437227,0.0003181597,0.0006861538,0.000742182,0.000297826],"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":[0.0008792351,0.0006006602,0.05157345,0.004502335,0.0002731418,0.0001617912,0.05029848,0.0005308908,0.001303451,0.01409743,0.837341,0.03843819],"study_design_scores_gemma":[0.008577136,0.0003454587,0.04081001,0.0002415866,0.0008589831,0.00007388929,0.2254438,0.000509538,0.001019228,0.004048891,0.7164642,0.001607261],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5242288,0.02648083,0.3650567,0.007139979,0.04762957,0.006469884,0.001990846,0.001747773,0.01925566],"genre_scores_gemma":[0.9705266,0.0003171838,0.01027876,0.0004326935,0.004212111,0.0003504176,0.0007682305,0.0001410814,0.01297297],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4462978,"threshold_uncertainty_score":0.9999116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0345333272306892,"score_gpt":0.3458799191261459,"score_spread":0.3113465918954567,"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."}}