{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006880903,0.0001651335,0.0004970261,0.0002175133,0.0009055617,0.001833089,0.0003371996,0.0007101521,0.002770914],"category_scores_gemma":[0.0253638,0.0001288474,0.0004270334,0.000373811,0.0006971167,0.001759723,0.00107728,0.001953047,0.0002005136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007137393,"about_ca_system_score_gemma":0.002333062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003109358,"about_ca_topic_score_gemma":0.0059839,"domain_scores_codex":[0.9949068,0.00389335,0.0002045559,0.0001284453,0.0005658569,0.0003008489],"domain_scores_gemma":[0.9868607,0.008294154,0.001802081,0.0004264719,0.0009282051,0.001688469],"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":[0.000265551,0.0007799513,0.2775002,0.001179535,0.0002336737,0.0006298827,0.01347079,0.0001748377,0.0006064208,0.004170185,0.01241199,0.6885769],"study_design_scores_gemma":[0.0001462874,0.002608402,0.8697037,0.006337676,0.0005982178,0.002597915,0.03757057,0.00185468,0.0008220167,0.01128956,0.06629906,0.0001718615],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.585223,0.03454645,0.004627435,0.3486025,0.001747117,0.0001678996,0.0001999938,0.00008912407,0.02479653],"genre_scores_gemma":[0.9675062,0.01441631,0.003333571,0.01295081,0.0006929614,0.00008783866,0.0000497014,0.00001089677,0.0009517521],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006880903,"threshold_uncertainty_score":0.03639019,"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."}}