{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000903088,0.0001644278,0.001132679,0.00009229692,0.00007825615,0.00001842386,0.00008933408,0.00008837967,0.0004674077],"category_scores_gemma":[0.0006224524,0.0001035896,0.000275472,0.000191794,0.0002121193,0.0001276049,0.00002292555,0.0001539043,0.00001937388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005647368,"about_ca_system_score_gemma":0.0001650839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001082438,"about_ca_topic_score_gemma":0.00007858419,"domain_scores_codex":[0.9981317,0.0001322299,0.0007699832,0.0003641264,0.0003852415,0.0002167123],"domain_scores_gemma":[0.9981862,0.0006677834,0.0005602112,0.0002128539,0.0002168512,0.0001561007],"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":[0.6319051,0.0001745246,0.3281997,0.0001140832,0.0004154615,6.951515e-7,0.0000849428,0.000002788854,0.000002612151,0.00007287985,0.00262115,0.03640605],"study_design_scores_gemma":[0.7249255,0.000338195,0.2717405,0.0005294359,0.0002979181,1.035299e-7,0.00005529359,0.00114225,0.000004550551,0.00008496695,0.0007833382,0.00009799498],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9845817,0.0003097193,0.0008308728,0.002000846,0.000949888,0.01086037,0.00001543609,0.0001247575,0.0003264057],"genre_scores_gemma":[0.9651513,0.0009511213,0.0001768158,0.0004900399,0.0001821823,0.02587767,0.00008526217,0.00002252795,0.007063095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09302029,"threshold_uncertainty_score":0.5117787,"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."}}