{"id":"W4231113124","doi":"10.32920/14636466.v1","title":"Patient-centred communication intervention study to evaluate nurse-patient interactions in complex continuing care","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; Thornhill Medical (Canada); Conestoga College; University of Toronto; Toronto Metropolitan University; Toronto Rehabilitation Institute","funders":"Canadian Institutes of Health Research","keywords":"Intervention (counseling); Nursing; Medicine; Data collection; Patient satisfaction; Medical emergency; Psychology","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":[0.004863674,0.0007797627,0.001528859,0.0007273299,0.001396955,0.0007688312,0.001000065,0.001668676,0.005082004],"category_scores_gemma":[0.006711952,0.0005182173,0.001037771,0.0005832329,0.0007822873,0.0008459355,0.0008044449,0.001982155,0.0005201636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002000471,"about_ca_system_score_gemma":0.005527212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001725996,"about_ca_topic_score_gemma":0.003122428,"domain_scores_codex":[0.9958737,0.002210075,0.0004210975,0.0004042189,0.0005552063,0.0005356468],"domain_scores_gemma":[0.994346,0.001772704,0.001130645,0.0003165997,0.0006539996,0.001780119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.09439146,0.7266267,0.02271678,0.002714705,0.0006360137,0.0003601724,0.005578097,0.0006206649,0.004207153,0.0004247844,0.002089406,0.1396341],"study_design_scores_gemma":[0.1451503,0.7053973,0.139734,0.0001995035,0.0003719368,0.0001157618,0.001798736,0.0008110075,0.001612774,0.0002885846,0.004438957,0.00008111533],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9809222,0.0001551611,0.0003735654,0.0001720587,0.00007781666,0.01687731,0.000182127,0.00002474659,0.001215086],"genre_scores_gemma":[0.8995059,0.0003170671,0.008035172,0.0005799396,0.0002190708,0.08880555,0.0004209466,0.000007214478,0.00210917],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005082004,"threshold_uncertainty_score":0.02572191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2810605067575918,"score_gpt":0.491744731843941,"score_spread":0.2106842250863492,"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."}}