{"id":"W4246769289","doi":"10.21203/rs.2.16668/v2","title":"Seniors’ Campus Continuums: Local Solutions for Broad Spectrum Seniors Care","year":2020,"lang":"en","type":"preprint","venue":"Research Square","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"Canadian Institutes of Health Research; University of Toronto","keywords":"Spectrum (functional analysis); Broad spectrum; Gerontology; Psychology; Medicine; Physics; Chemistry","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":[0.00339422,0.0003075275,0.0002176328,0.0005588154,0.002541162,0.006098293,0.001050101,0.001530787,0.2259185],"category_scores_gemma":[0.004565691,0.0002666149,0.0002979025,0.001443652,0.0005420052,0.003368653,0.004120701,0.001434521,0.0446377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002677823,"about_ca_system_score_gemma":0.007051592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009822554,"about_ca_topic_score_gemma":0.03243171,"domain_scores_codex":[0.9987923,0.0003542596,0.00003688514,0.0001048577,0.0004798209,0.0002317918],"domain_scores_gemma":[0.9960504,0.0004596146,0.0001012237,0.000369347,0.0007233615,0.002296126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001252332,0.0004606011,0.003081336,0.00009550955,0.000008082351,0.0001068243,0.0008619309,0.0003821597,0.000511829,0.03115109,0.7897449,0.1734705],"study_design_scores_gemma":[0.0001759571,0.0001568294,0.009219537,0.0001837141,0.00001726804,0.0001522059,0.007794445,0.003167232,0.0009894959,0.01780816,0.9603022,0.00003295125],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06482859,0.001735463,0.02652137,0.05912109,0.003386236,0.0006995834,0.006238005,0.009739473,0.8277301],"genre_scores_gemma":[0.1498847,0.001128241,0.04655798,0.003612923,0.000762381,0.0004266564,0.005162706,0.002257599,0.7902068],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2259185,"threshold_uncertainty_score":0.7557728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.10718008865285,"score_gpt":0.4740341702949366,"score_spread":0.3668540816420865,"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."}}