{"id":"W6893276166","doi":"10.5281/zenodo.15564881","title":"The Role of Health Care Management in Enhancing Patient Centered Care in Canada","year":2025,"lang":"en","type":"article","venue":"Open MIND","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Seneca Polytechnic","funders":"","keywords":"Health care; Patient-centered care; Healthcare system; Health care management; MEDLINE; Patient care","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.005176741,0.0002259274,0.0003167487,0.001231089,0.01218911,0.005916367,0.001273168,0.0008174587,0.00384504],"category_scores_gemma":[0.01098802,0.0003562833,0.0003268668,0.002563402,0.003294786,0.001205274,0.003104131,0.001952645,0.0001363247],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.2038262,"about_ca_system_score_gemma":0.413815,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9932069,"about_ca_topic_score_gemma":0.9976698,"domain_scores_codex":[0.9912273,0.002285016,0.0002437443,0.0003311475,0.002818727,0.003094128],"domain_scores_gemma":[0.9866345,0.001224859,0.0008614474,0.0001722046,0.004357594,0.006749438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004497913,0.0005557154,0.2413039,0.001412087,0.0001595854,0.0009671564,0.07177015,0.003183774,0.00371859,0.09336937,0.114226,0.4688839],"study_design_scores_gemma":[0.0001234632,0.0002564664,0.6262569,0.001183039,0.0001046821,0.0002472362,0.05985069,0.003254561,0.001403683,0.006936687,0.3001812,0.0002015066],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.54221,0.01268854,0.004912435,0.2261252,0.0005679281,0.0004823369,0.0005961981,0.0002166962,0.2122006],"genre_scores_gemma":[0.9814796,0.002821148,0.003371592,0.004509792,0.00004125372,0.00004972885,0.00006419215,0.00002232161,0.007640257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7961738,"threshold_uncertainty_score":0.9234487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03909735861071159,"score_gpt":0.409574863395177,"score_spread":0.3704775047844654,"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."}}