{"id":"W69997206","doi":"10.1001/jama.288.22.2880","title":"Helping Patients Follow Prescribed Treatment","year":2002,"lang":"en","type":"article","venue":"JAMA","topic":"Medication Adherence and Compliance","field":"Medicine","cited_by":100,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Referral; Health care; Pill; Medication adherence; Family medicine; Nursing; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00001980957,0.00006131893,0.0001028643,0.00002351569,0.00003247598,0.00001000229,0.000039428,0.00003391147,0.003353801],"category_scores_gemma":[0.00006372671,0.00004648713,0.00004100676,0.00006954232,0.00001317117,0.00004690864,0.000007312443,0.00004200628,0.003222316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005038598,"about_ca_system_score_gemma":0.0000103808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001450547,"about_ca_topic_score_gemma":8.105987e-7,"domain_scores_codex":[0.999496,0.00001070549,0.0001059196,0.000121246,0.0001516544,0.0001144399],"domain_scores_gemma":[0.9996108,0.00001348959,0.00003393108,0.0001954252,0.00005035533,0.00009595487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006347547,0.0009044328,0.169915,0.00003759334,0.00006710178,0.00002317185,0.0006229453,5.547112e-7,0.0004829933,0.0001647531,0.1706662,0.6570517],"study_design_scores_gemma":[0.01194372,0.001197662,0.3846229,0.0002637818,0.00008406558,0.00001151242,0.0001239848,0.002253981,0.002955547,0.00009061202,0.5962645,0.0001877685],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8876809,0.0003588627,0.0001217676,0.005858809,0.0001991844,0.0004067727,0.000003367667,0.00008045125,0.1052899],"genre_scores_gemma":[0.9488056,0.00008544594,0.0003884256,0.001832185,0.0001494436,0.00004929394,0.00001537666,0.000006466044,0.04866775],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.656864,"threshold_uncertainty_score":0.9975573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06623373923147628,"score_gpt":0.2825629625467947,"score_spread":0.2163292233153185,"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."}}