{"id":"W4407862956","doi":"10.47941/ijhmnp.2540","title":"Influence of Patient Communication Strategies on Treatment Adherence in Canada","year":2025,"lang":"en","type":"article","venue":"International Journal of Health Medicine and Nursing Practice","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Psychology; Medicine","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":[0.002160146,0.0002245251,0.0004674209,0.001314125,0.005824017,0.002322485,0.001014612,0.0005669816,0.004596533],"category_scores_gemma":[0.01892088,0.0002260478,0.0005085837,0.002978578,0.001130314,0.0004896123,0.001313838,0.001420525,0.0001407268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06541911,"about_ca_system_score_gemma":0.12805,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9915352,"about_ca_topic_score_gemma":0.9931834,"domain_scores_codex":[0.9956667,0.00103386,0.0002755778,0.0003040075,0.001713874,0.001005843],"domain_scores_gemma":[0.9851379,0.003842928,0.002851777,0.0002509692,0.004514416,0.003402033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003840647,0.0004033067,0.8859676,0.0002808369,0.0001732932,0.0002850734,0.01709967,0.0003680221,0.0002668009,0.00181478,0.006334584,0.08662193],"study_design_scores_gemma":[0.00005769201,0.000111096,0.9746831,0.0003778825,0.000121398,0.0001206042,0.01687534,0.000969184,0.0002303026,0.000261935,0.006137604,0.00005394417],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9762354,0.002241884,0.0002554939,0.006570392,0.00005987512,0.0001376077,0.001071668,0.00002263035,0.0134052],"genre_scores_gemma":[0.9973587,0.0007865763,0.0002895223,0.000406447,0.00001010063,0.00002405771,0.0001546978,0.000006334239,0.0009635111],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06541911,"threshold_uncertainty_score":0.4746511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1615116711452627,"score_gpt":0.5180701865663182,"score_spread":0.3565585154210555,"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."}}