{"id":"W4416019012","doi":"10.1016/j.ijgc.2025.102486","title":"HEALTHCARE UTILIZATION AND TOXICITY BURDEN AMONG PATIENTS RECEIVING PARP INHIBITORS: A RETROSPECTIVE SINGLE-CENTER REVIEW","year":2025,"lang":"en","type":"article","venue":"International Journal of Gynecological Cancer","topic":"Poisoning and overdose treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Jewish General Hospital; McGill University","funders":"","keywords":"Retrospective cohort study; Toxicity; Health care; MEDLINE","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007756873,0.000230691,0.0008210544,0.00206694,0.0002566465,0.0009622827,0.0003636736,0.0004214757,0.001080384],"category_scores_gemma":[0.003105068,0.0003284324,0.002124513,0.005015536,0.0002029636,0.0007742849,0.0005714085,0.0005609984,0.0001155225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006581951,"about_ca_system_score_gemma":0.0009655309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007360758,"about_ca_topic_score_gemma":0.01057578,"domain_scores_codex":[0.9990331,0.0001420332,0.0003192938,0.0002307494,0.0001782671,0.00009657119],"domain_scores_gemma":[0.9973626,0.0007329768,0.001469048,0.00006705496,0.0002622918,0.0001060561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002060555,0.00003907497,0.9725562,0.00374574,0.00437534,0.0002204425,0.0001325339,0.0001109413,0.0001293299,0.0001164268,0.001362374,0.01700547],"study_design_scores_gemma":[0.00002396515,0.00009446571,0.9876264,0.002186347,0.003283811,0.001335511,0.00065998,0.000152494,0.0001021726,0.0000758813,0.004432779,0.00002611718],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5493101,0.4399835,0.0003052536,0.0006643622,0.00009589397,0.00004840585,0.008240276,0.00001050376,0.001341692],"genre_scores_gemma":[0.8316886,0.1632846,0.0003346076,0.0005795348,0.0001020463,0.00004743629,0.003785063,0.00000733755,0.0001707679],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007360758,"threshold_uncertainty_score":0.0146358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03394756594471317,"score_gpt":0.3509759070526609,"score_spread":0.3170283411079478,"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."}}