{"id":"W4409115729","doi":"10.21203/rs.3.rs-5596308/v1","title":"Development of a survey instrument to measure patient experiences of care transitions from hospital to home with a focus on primary care’s role","year":2025,"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":"Alberta Health Services; University of Alberta","funders":"Alberta Innovates","keywords":"Measure (data warehouse); Primary care; Survey instrument; Focus (optics); Nursing; Medicine; Focus group; Psychology; Family medicine; Business; Applied psychology; Computer science; Marketing","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":[0.02087066,0.0006397185,0.0005109152,0.002091407,0.00088694,0.001575559,0.001178043,0.0006611698,0.00479643],"category_scores_gemma":[0.03500418,0.0005677033,0.001079451,0.001692105,0.000510569,0.001239518,0.001774896,0.001386434,0.001615725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001620348,"about_ca_system_score_gemma":0.008186102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004123496,"about_ca_topic_score_gemma":0.006192335,"domain_scores_codex":[0.9925841,0.003825623,0.001289109,0.000404713,0.001457728,0.0004386257],"domain_scores_gemma":[0.960863,0.01904297,0.002817275,0.002074307,0.01345201,0.001750334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0008154351,0.004651824,0.5347579,0.0007161653,0.0001858525,0.0001969846,0.01329932,0.001824205,0.005363033,0.006612358,0.02108797,0.410489],"study_design_scores_gemma":[0.0007710332,0.003887868,0.8799295,0.0005214627,0.0002195327,0.0002870987,0.01491215,0.009614378,0.00832238,0.004458716,0.07692757,0.0001482316],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.762311,0.0002344482,0.1498534,0.001760565,0.0004820449,0.044771,0.01147721,0.0008423905,0.02826793],"genre_scores_gemma":[0.5159099,0.000414607,0.3745599,0.0008382651,0.00008740931,0.08608419,0.01221031,0.0002255287,0.009669873],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02087066,"threshold_uncertainty_score":0.1103759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06844516151227178,"score_gpt":0.3990334367296089,"score_spread":0.3305882752173371,"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."}}