{"id":"W4379338876","doi":"10.1200/jco.2023.41.16_suppl.e18537","title":"Engine failures: A critical analysis of current clinical trial websites' search engines.","year":2023,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; University of Windsor","funders":"","keywords":"Clinical trial; Medicine; MEDLINE; Medical physics; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3923059,0.001578882,0.00375483,0.07658457,0.003175681,0.01372761,0.005821052,0.004095006,0.004991223],"category_scores_gemma":[0.7783264,0.002267113,0.003957766,0.06467967,0.004006954,0.01802543,0.007376966,0.003272505,0.001605691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01355346,"about_ca_system_score_gemma":0.02668566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01266314,"about_ca_topic_score_gemma":0.02277189,"domain_scores_codex":[0.6826555,0.1431866,0.09595356,0.006229477,0.06842694,0.003547979],"domain_scores_gemma":[0.06340794,0.8049697,0.06020377,0.01448687,0.05472834,0.002203399],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.007372022,0.0006492005,0.1271121,0.1612246,0.007058531,0.002128178,0.04641179,0.002539937,0.001311935,0.01988745,0.1942627,0.4300416],"study_design_scores_gemma":[0.002565691,0.003029685,0.2229458,0.2364032,0.02527331,0.006322131,0.04807219,0.02115791,0.006674042,0.02406968,0.401568,0.001918319],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3300234,0.3506486,0.02898483,0.09979794,0.002754643,0.02715512,0.09183861,0.007051075,0.06174583],"genre_scores_gemma":[0.7279964,0.07657354,0.09491912,0.03197854,0.001095781,0.01442303,0.04361582,0.003516947,0.005880866],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.607694,"threshold_uncertainty_score":0.749395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8403261242939453,"score_gpt":0.763777617993248,"score_spread":0.07654850630069732,"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."}}