{"id":"W2082926966","doi":"10.1016/s0197-2456(00)00078-7","title":"Who Will Adhere? Key Issues in the Study and Prediction of Adherence in Randomized Controlled Trials","year":2000,"lang":"en","type":"article","venue":"Controlled Clinical Trials","topic":"Medication Adherence and Compliance","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"National Institute on Aging","keywords":"Randomized controlled trial; Key (lock); Medicine; Compliance (psychology); Research design; Intensive care medicine; Psychology; Computer science; Internal medicine; Sociology; Social psychology","routes":{"ca_aff":true,"ca_fund":false,"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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.8322127,0.004264673,0.03315326,0.004611509,0.004455214,0.01453867,0.01095162,0.02556568,0.004370166],"category_scores_gemma":[0.9267549,0.005440331,0.01488365,0.008519205,0.03263905,0.02836372,0.006345559,0.03155374,0.00112426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007801325,"about_ca_system_score_gemma":0.01380238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002755895,"about_ca_topic_score_gemma":0.003837692,"domain_scores_codex":[0.05001072,0.8708978,0.05130778,0.01098652,0.01575149,0.001045648],"domain_scores_gemma":[0.01065198,0.9672663,0.009351446,0.008938504,0.00300208,0.0007896979],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.04305566,0.001413308,0.04427893,0.11588,0.09834926,0.001091011,0.006383371,0.009103495,0.0007264426,0.191326,0.0457517,0.4426408],"study_design_scores_gemma":[0.03725472,0.01046795,0.03103199,0.06635402,0.04471642,0.002618097,0.001542649,0.07954454,0.001735822,0.6627077,0.06068882,0.001337211],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01645395,0.4742422,0.249808,0.2229066,0.01919464,0.01005614,0.001383704,0.0007369029,0.005217875],"genre_scores_gemma":[0.5141359,0.07927889,0.2729928,0.07165855,0.03048403,0.02819033,0.0009288606,0.0004164705,0.001914183],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1677873,"threshold_uncertainty_score":0.2069116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2473202566313914,"score_gpt":0.4965327642620583,"score_spread":0.2492125076306669,"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."}}