{"id":"W2048160279","doi":"10.1089/jpm.2000.3.49","title":"Opioid Type and Other Clinical Predictors of Laxative Dose in Advanced Cancer Patients: A Retrospective Study","year":2000,"lang":"en","type":"article","venue":"Journal of Palliative Medicine","topic":"Gastrointestinal motility and disorders","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"Grey Nuns Community Hospital","funders":"","keywords":"Medicine; Laxative; Hydromorphone; Constipation; Opioid; Palliative care; Methadone; Retrospective cohort study; Codeine; Population; Internal medicine; Morphine; Anesthesia","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":[],"consensus_categories":[],"category_scores_codex":[0.0006732733,0.000155308,0.0008104439,0.0001626215,0.00001951837,0.000001928897,0.00007548257,0.00005001678,0.0005557695],"category_scores_gemma":[0.002525932,0.0001009319,0.00005985511,0.0004382955,0.0003367111,0.00008265226,0.0000150382,0.0004703384,0.000001419942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000118154,"about_ca_system_score_gemma":0.000140201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001840227,"about_ca_topic_score_gemma":0.0001887391,"domain_scores_codex":[0.9980486,0.000174846,0.0009773622,0.0001878643,0.0004562247,0.0001551078],"domain_scores_gemma":[0.9981633,0.0001765655,0.0005916337,0.0001101281,0.0007914985,0.0001668229],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004310517,0.001729523,0.9840108,0.00003919728,0.0001652437,0.00002767456,0.006334117,0.00001192831,0.00005551312,0.000006827683,0.0001931037,0.003115516],"study_design_scores_gemma":[0.01462768,0.02148362,0.958388,0.001184736,0.0001764225,0.000003828746,0.003628115,0.00002269395,0.00001028228,0.0001618227,0.0002540808,0.00005873427],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997254,0.000689339,0.00001139516,0.0006399885,0.000199222,0.0005084941,0.000008648285,0.000004482704,0.0006844141],"genre_scores_gemma":[0.9986604,0.0004441543,0.0002537331,0.0002873781,0.0001867357,0.000004011122,0.000001274347,0.00001254989,0.0001497223],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02562285,"threshold_uncertainty_score":0.6085286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03637276388690356,"score_gpt":0.3816188050033167,"score_spread":0.3452460411164131,"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."}}