{"id":"W4404198013","doi":"10.4103/cjrm.cjrm_44_24","title":"In defence of ‘non-adherence’","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Rural Medicine","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2368813,0.0008504057,0.002306101,0.002580526,0.007346028,0.01768455,0.006695023,0.02878336,0.01605739],"category_scores_gemma":[0.612832,0.001406039,0.001426052,0.002769879,0.03790642,0.01799987,0.01789661,0.05085962,0.008089322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008196806,"about_ca_system_score_gemma":0.03611595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008239105,"about_ca_topic_score_gemma":0.0115792,"domain_scores_codex":[0.6329336,0.1890364,0.03592305,0.02155571,0.1086742,0.01187702],"domain_scores_gemma":[0.3647041,0.3379324,0.07534881,0.09610761,0.1045089,0.02139815],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001226389,0.00009580291,0.006868412,0.001962841,0.0002776806,0.001787687,0.0457083,0.0002605935,0.0005247442,0.2034113,0.5917121,0.147268],"study_design_scores_gemma":[0.00005980118,0.0001229673,0.0023566,0.005815362,0.00005523663,0.001859748,0.005401862,0.000455697,0.000386957,0.0690803,0.9142713,0.0001342578],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003298607,0.005626918,0.01120188,0.9211364,0.01704003,0.0002594041,0.0001135574,0.0002425663,0.0410806],"genre_scores_gemma":[0.1110498,0.003103844,0.01226481,0.8397971,0.01346204,0.0008149832,0.0002114229,0.0004139274,0.01888195],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2368813,"threshold_uncertainty_score":0.9410611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2748289749297951,"score_gpt":0.4298801909597741,"score_spread":0.155051216029979,"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."}}