{"id":"W3118554446","doi":"10.1016/j.clbc.2021.01.007","title":"Five-Year Adjuvant Endocrine Therapy Adherence Trajectories Among Women With Breast Cancer: A Nationwide French Study Using Administrative Data","year":2021,"lang":"en","type":"article","venue":"Clinical Breast Cancer","topic":"Medication Adherence and Compliance","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; Michel-Sarrazin","funders":"Institut National Du Cancer; Ligue Contre le Cancer","keywords":"Medicine; Breast cancer; Adjuvant; Oncology; Endocrine system; Gynecology; Adjuvant therapy; Family medicine; Obstetrics; Internal medicine; Cancer; Hormone","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":[],"category_scores_codex":[0.0004292159,0.0003257809,0.0008038976,0.00004994022,0.0001612605,0.00006625997,0.0004883903,0.0001002305,0.009205811],"category_scores_gemma":[0.0001688748,0.0002440471,0.00007066997,0.0006785475,0.0004600144,0.0003502037,0.0001588104,0.0005837147,0.00005230424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000189011,"about_ca_system_score_gemma":0.003367797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002360412,"about_ca_topic_score_gemma":0.001416818,"domain_scores_codex":[0.9966494,0.000246025,0.0008142215,0.001081677,0.0007226718,0.0004859325],"domain_scores_gemma":[0.9966778,0.0002670049,0.0003926019,0.001234586,0.0009301666,0.0004978413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001138979,0.001354878,0.9538132,0.00004501962,0.0005155636,0.0001871921,0.0006637612,0.000006098564,0.0001343191,0.00001134814,0.001691981,0.04043766],"study_design_scores_gemma":[0.005492219,0.0006957093,0.9867694,0.0005604764,0.0001546561,0.0002465285,0.004256255,0.0002989913,0.00005732716,0.00002628717,0.001142501,0.0002996201],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939877,0.00078885,0.00008884335,0.002338938,0.0004773666,0.0008281199,0.001014011,0.00007792913,0.0003982257],"genre_scores_gemma":[0.9932438,0.001153745,0.0004141868,0.001073333,0.0009504376,0.0004556492,0.00008874504,0.00003762301,0.002582499],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04013804,"threshold_uncertainty_score":0.9951952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1756932902748941,"score_gpt":0.4523102944685725,"score_spread":0.2766170041936784,"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."}}