{"id":"W4386306305","doi":"10.2196/44612","title":"Advanced Messaging Intervention for Medication Adherence and Clinical Outcomes Among Patients With Cancer: Randomized Controlled Trial","year":2023,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"Medication Adherence and Compliance","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Randomized controlled trial; Odds ratio; Internal medicine; Clinical trial; Population; Cancer; Pemetrexed; Adverse effect; Quality of life (healthcare); Lung cancer; Physical therapy; Chemotherapy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002966881,0.001266864,0.003938137,0.0007068333,0.0008086116,0.0008785044,0.001077372,0.003044884,0.007872731],"category_scores_gemma":[0.003900102,0.0006270258,0.002680535,0.0007273628,0.0009215377,0.00113207,0.0006918144,0.002158638,0.0003923429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009176295,"about_ca_system_score_gemma":0.001921716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001966386,"about_ca_topic_score_gemma":0.002158339,"domain_scores_codex":[0.9979949,0.001021816,0.0002287127,0.000365466,0.0001726727,0.0002165008],"domain_scores_gemma":[0.9978168,0.0007552238,0.0006862188,0.0001368826,0.0001624291,0.0004424224],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9578348,0.01611621,0.002178249,0.00274151,0.002731851,0.00004221546,0.00006994621,0.0002069754,0.0004024858,0.0001720942,0.0007448566,0.01675874],"study_design_scores_gemma":[0.9496958,0.04383489,0.003793388,0.0001914802,0.001490814,0.0000123116,0.00001968015,0.0003946076,0.00008789232,0.0001303189,0.0003376926,0.00001127268],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9606187,0.01547055,0.0008858723,0.00149367,0.001206822,0.01670886,0.001116262,0.0001597512,0.002339453],"genre_scores_gemma":[0.9638168,0.004127298,0.003037035,0.001501595,0.001130213,0.02397456,0.0006149451,0.000007983506,0.001789652],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007872731,"threshold_uncertainty_score":0.02633691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03804269939470506,"score_gpt":0.4212846500672523,"score_spread":0.3832419506725472,"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."}}