{"id":"W2724169332","doi":"10.5770/cgj.20.248","title":"Planning Health Services for Seniors: Can We Use Patient’s Own Perception?","year":2017,"lang":"en","type":"article","venue":"Canadian Geriatrics Journal","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal General Hospital; McGill University; Royal Victoria Hospital; McGill University Health Centre","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Logistic regression; Rehabilitation; Gerontology; Cross-sectional study; Physical therapy","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.009541109,0.0005546773,0.001212945,0.001874914,0.0003978759,0.003156625,0.001024797,0.001122531,0.003880855],"category_scores_gemma":[0.05211138,0.0003737707,0.0009846424,0.001746756,0.0007332534,0.004838866,0.001662424,0.001504594,0.0008122146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006209562,"about_ca_system_score_gemma":0.001385649,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008905809,"about_ca_topic_score_gemma":0.01264419,"domain_scores_codex":[0.99564,0.002785037,0.0004382228,0.0002253707,0.0006105051,0.0003008367],"domain_scores_gemma":[0.9835193,0.008200672,0.003213859,0.000627577,0.002455496,0.001983124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001573032,0.0004502137,0.8141674,0.001069661,0.0002694811,0.0001180368,0.003518462,0.0003928143,0.00006699534,0.0002939235,0.007273711,0.1722219],"study_design_scores_gemma":[0.0001527822,0.001717325,0.9363183,0.004552581,0.0004987476,0.0006176003,0.03232287,0.00701309,0.0002497229,0.004398954,0.01192539,0.0002327092],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8737566,0.02417798,0.006925839,0.07354823,0.001032528,0.0002980529,0.002512372,0.0002587569,0.01748963],"genre_scores_gemma":[0.9890677,0.005053337,0.002925949,0.001825084,0.0003667004,0.0000774967,0.0004065641,0.00001332785,0.0002638469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9910942,"threshold_uncertainty_score":0.05045879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04620286590207499,"score_gpt":0.3472410498463495,"score_spread":0.3010381839442745,"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."}}