{"id":"W2256567725","doi":"10.1200/jco.2007.25.18_suppl.6529","title":"Screening cancer patients for clinical trial eligibility: A randomized study","year":2007,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Juravinski Cancer Centre","funders":"","keywords":"Medicine; Clinical trial; Randomized controlled trial; Cancer; Family medicine; Physical therapy; Internal medicine","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":[0.02207291,0.00172636,0.003600734,0.001179397,0.0009428688,0.001896129,0.001138045,0.005452033,0.01100276],"category_scores_gemma":[0.02515032,0.001329162,0.002966811,0.001305701,0.002607092,0.002211662,0.001371224,0.002924564,0.001291468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001318697,"about_ca_system_score_gemma":0.003614899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006437154,"about_ca_topic_score_gemma":0.001354003,"domain_scores_codex":[0.9688141,0.0261445,0.0015447,0.001272438,0.0013309,0.0008932647],"domain_scores_gemma":[0.9785405,0.01410483,0.002794633,0.001556257,0.0007115533,0.002292204],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.968471,0.01800617,0.0007791424,0.0005435057,0.0003696806,0.00004590474,0.0000835206,0.0001713688,0.0007032416,0.0001720925,0.0003327749,0.01032156],"study_design_scores_gemma":[0.9250173,0.07313421,0.0006116775,0.00006425881,0.0002433498,0.0000162683,0.00002195998,0.0002940539,0.0000897132,0.0001321515,0.0003642131,0.00001081378],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9250885,0.004784699,0.00341091,0.002148657,0.001358167,0.06002762,0.000531135,0.0001589238,0.002491391],"genre_scores_gemma":[0.9056699,0.002991271,0.0109411,0.004272458,0.001595933,0.07122236,0.0004911699,0.00002458394,0.002791353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02207291,"threshold_uncertainty_score":0.1167341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8279927699718553,"score_gpt":0.7766646548168723,"score_spread":0.05132811515498303,"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."}}