{"id":"W2401364644","doi":"10.18553/jmcp.2016.22.6.676","title":"Pillbox Use and INR Stability in a Prospective Cohort of New Warfarin Users","year":2016,"lang":"en","type":"article","venue":"Journal of Managed Care & Specialty Pharmacy","topic":"Medication Adherence and Compliance","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Montreal Heart Institute","funders":"Institut de Cardiologie de Montréal; Université de Montréal; Sanofi","keywords":"Warfarin; Prospective cohort study; Medicine; MEDLINE; Cohort study; Internal medicine; Atrial fibrillation; Political science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004678645,0.0001235754,0.000429955,0.0001665291,0.0000248267,0.00001445416,0.0001392114,0.00003222713,0.0008646816],"category_scores_gemma":[0.0004870328,0.000083513,0.00009013601,0.0002380342,0.0001147624,0.0002938463,0.0000448697,0.000286059,0.00001519897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002552111,"about_ca_system_score_gemma":0.0003783153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001660949,"about_ca_topic_score_gemma":0.0001028658,"domain_scores_codex":[0.9985043,0.00008639124,0.000595674,0.0001849382,0.000461603,0.0001671255],"domain_scores_gemma":[0.9986199,0.0001152661,0.0004120973,0.0002111115,0.000390419,0.0002512281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008409392,0.0001068576,0.9629573,0.0001007125,0.00007621119,0.00007300951,0.001138508,4.835988e-7,0.004188547,0.00008781218,0.003604935,0.02682473],"study_design_scores_gemma":[0.005863444,0.0001886121,0.9669475,0.0004261424,0.0001148379,0.00004929399,0.0008484652,0.00000347261,0.008083897,0.0002613589,0.01711927,0.00009370998],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944925,0.000456676,0.000220354,0.001895872,0.0001928244,0.0004808769,0.000005303411,0.000007030101,0.002248534],"genre_scores_gemma":[0.9969285,0.001197619,0.000494672,0.0002997029,0.0003336321,0.000004523813,7.259852e-7,0.00001077282,0.0007298646],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02673102,"threshold_uncertainty_score":0.9467657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06232963168648632,"score_gpt":0.3387078272128758,"score_spread":0.2763781955263895,"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."}}