{"id":"W2080771641","doi":"10.1016/j.clgc.2013.04.008","title":"Use of a Clinical Assistant to Screen Patients With Genitourinary Cancer to Encourage Entry into Clinical Trials and Use of Supportive Medication: A Pilot Project at a Canadian Cancer Center","year":2013,"lang":"en","type":"article","venue":"Clinical Genitourinary Cancer","topic":"Bone health and treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network; Queen's University","funders":"Sanofi","keywords":"Medicine; Clinical trial; Prostate cancer; Retrospective cohort study; Psychological intervention; Cancer; Referral; Genitourinary system; Prospective cohort study; Internal medicine; Family medicine; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002402076,0.0005804648,0.002971335,0.0003766647,0.000175624,0.00003812535,0.0002768058,0.0005202755,0.001045295],"category_scores_gemma":[0.003647431,0.0004168416,0.0005192596,0.0005579717,0.00060359,0.0003506215,0.0003407809,0.0008288585,0.00004167355],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006328285,"about_ca_system_score_gemma":0.005921621,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3130229,"about_ca_topic_score_gemma":0.156673,"domain_scores_codex":[0.9898934,0.001635152,0.005224,0.001363108,0.0009180865,0.000966248],"domain_scores_gemma":[0.9894469,0.002788119,0.001738132,0.00101304,0.001315453,0.003698359],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01523439,0.002762042,0.8439174,0.0002160411,0.001124091,0.0001595696,0.000245457,0.000004512498,0.00001332576,0.000001132761,0.0573746,0.07894746],"study_design_scores_gemma":[0.009975839,0.01046887,0.9287065,0.001072117,0.0008611853,0.00001257958,0.00005460923,0.0000491264,0.00003401508,0.000004855469,0.04836849,0.0003918386],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.983146,0.0006583778,0.0000148015,0.006313866,0.001362199,0.006383045,0.002008569,0.00003662098,0.00007655924],"genre_scores_gemma":[0.9771894,0.004859757,0.00466569,0.007947613,0.001229099,0.001929507,0.0001965367,0.0001111874,0.001871212],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1563499,"threshold_uncertainty_score":0.9998679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2792360679714213,"score_gpt":0.4930566669267167,"score_spread":0.2138205989552954,"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."}}