{"id":"W4401165482","doi":"10.2196/57199","title":"Impact of Patient Personality on Adherence to Oral Anticancer Medications: An Opportunity?","year":2024,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"Medication Adherence and Compliance","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute","keywords":"Personality; Medicine; Clinical psychology; Medication adherence; Psychology; Psychiatry; Internal medicine; Social psychology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001347823,0.0001291665,0.0002321098,0.0001026547,0.00003309878,0.00001490079,0.0001248837,0.00005606238,0.01580087],"category_scores_gemma":[0.00006593164,0.00009466038,0.0001024348,0.0004352818,0.00008873748,0.0000995586,0.00001910507,0.0001838513,0.0003726676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002149127,"about_ca_system_score_gemma":0.001293604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007813845,"about_ca_topic_score_gemma":0.00003343204,"domain_scores_codex":[0.9987023,0.00003814922,0.0002692918,0.0003179344,0.0004810994,0.0001911945],"domain_scores_gemma":[0.9988297,0.00003820527,0.00006711386,0.0004083306,0.0001719848,0.0004846549],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0007270068,0.001293204,0.08544133,0.0006689149,0.0004585334,0.00005816017,0.005557163,0.0000461042,0.007194918,0.002910518,0.2037068,0.6919374],"study_design_scores_gemma":[0.00125489,0.009013333,0.8653116,0.004516754,0.0002274963,0.00003583216,0.001043023,0.0028209,0.002188579,0.0006942929,0.1123066,0.0005866845],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898652,0.000631189,0.0001183585,0.00291128,0.0002559535,0.0006574274,0.00008772298,0.00008100407,0.005391904],"genre_scores_gemma":[0.9946687,0.0001590299,0.000184977,0.002095705,0.0001591856,0.0005650364,0.00002854353,0.00001490949,0.00212387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7798703,"threshold_uncertainty_score":0.9850988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1225910472130818,"score_gpt":0.4715119842361096,"score_spread":0.3489209370230278,"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."}}