{"id":"W4237382622","doi":"10.21203/rs.3.rs-578845/v1","title":"Optimizing Hospital-to-Home Transitions for Older Persons in Rural Communities: A Participatory, Multimethod Study Protocol","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; Toronto Metropolitan University; Dalhousie University; Trent University; McMaster University; York University","funders":"Canadian Institutes of Health Research","keywords":"Protocol (science); Citizen journalism; Gerontology; Medicine; Psychology; Geography; Computer science; Alternative medicine; World Wide Web","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":[0.0477845,0.002615766,0.003139503,0.003199393,0.01102024,0.003904853,0.004305635,0.004450101,0.03730406],"category_scores_gemma":[0.03952969,0.004183567,0.003303518,0.00226116,0.002664899,0.002965278,0.005371266,0.005723187,0.006355064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007627693,"about_ca_system_score_gemma":0.04956008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01031847,"about_ca_topic_score_gemma":0.02061111,"domain_scores_codex":[0.9759657,0.01475252,0.002947913,0.002235064,0.001469363,0.00262948],"domain_scores_gemma":[0.9776061,0.007168276,0.001834463,0.003162581,0.006966867,0.003261766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.06180974,0.06464609,0.04374869,0.04925462,0.001243857,0.004451733,0.1507465,0.01184726,0.008949761,0.03425213,0.1004603,0.4685893],"study_design_scores_gemma":[0.1846653,0.05294324,0.1422305,0.02722562,0.001941757,0.001216523,0.1268365,0.0153422,0.0130522,0.04626399,0.3867801,0.001502],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.008963733,0.00007088012,0.004916273,0.0003437002,0.00009606768,0.9822084,0.001581547,0.00004579858,0.001773528],"genre_scores_gemma":[0.002694491,0.00003222123,0.003980956,0.0000629289,0.000008280676,0.9928057,0.0001047486,0.00000304702,0.0003078093],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.0477845,"threshold_uncertainty_score":0.2527117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2537035367829512,"score_gpt":0.5745044116178405,"score_spread":0.3208008748348893,"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."}}