{"id":"W4404833735","doi":"10.1080/14656566.2024.2435946","title":"Advances in pharmacotherapy for the treatment of peritoneal metastases from colorectal cancer","year":2024,"lang":"en","type":"review","venue":"Expert Opinion on Pharmacotherapy","topic":"Intraperitoneal and Appendiceal Malignancies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Colorectal cancer; Pharmacotherapy; Oncology; Internal medicine; Cancer","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000124326,0.0007826366,0.002134044,0.0002543514,0.0001020349,0.00003516955,0.0002644583,0.00018461,0.000996824],"category_scores_gemma":[0.000003658436,0.0004090617,0.001138876,0.0003669101,0.0001756725,0.00008825195,0.00001090415,0.0002693466,0.00002176971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003357671,"about_ca_system_score_gemma":0.0003619278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004132096,"about_ca_topic_score_gemma":0.00001856929,"domain_scores_codex":[0.9975147,0.0001470528,0.0008418307,0.0006854518,0.0003700924,0.0004408975],"domain_scores_gemma":[0.9986284,0.0006437727,0.0002947854,0.0002570945,0.00005563787,0.0001202555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00150063,0.0009667515,0.000001975718,0.001866537,0.001121864,0.00002098197,0.001171404,0.000003110921,0.002092139,0.0001089856,0.003213734,0.9879319],"study_design_scores_gemma":[0.003127033,0.001638943,7.875857e-7,0.007007428,0.0003787437,0.00001515696,0.0001041323,0.0001061964,0.01727505,0.00002043149,0.9699529,0.0003731841],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001383347,0.9894594,0.00001236747,0.0006226177,0.003927519,0.003742741,0.001935028,0.00007621545,0.0000857788],"genre_scores_gemma":[0.00004723872,0.989967,0.0001475131,0.0006861642,0.003202212,0.005324197,0.0003166076,0.0001620179,0.0001470666],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9875587,"threshold_uncertainty_score":0.9999164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08920077745056175,"score_gpt":0.4832486527606451,"score_spread":0.3940478753100833,"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."}}