{"id":"W3010952792","doi":"10.1200/jco.2012.30.15_suppl.e16505","title":"Global survey on barriers to clinical cancer research.","year":2012,"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":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Clinical trial; Family medicine; Clinical Oncology; Cancer; Internal medicine; Oncology","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.008255704,0.0005115604,0.0006477075,0.002774677,0.0006117121,0.00109734,0.0006303786,0.00123329,0.01463637],"category_scores_gemma":[0.01785169,0.0004418401,0.0007507084,0.006857225,0.0004664042,0.001702739,0.002072127,0.001217087,0.004535695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001499041,"about_ca_system_score_gemma":0.001956935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007703101,"about_ca_topic_score_gemma":0.007433061,"domain_scores_codex":[0.994983,0.001964529,0.001136655,0.0003252935,0.001049855,0.0005407634],"domain_scores_gemma":[0.9696576,0.009124156,0.009520404,0.0008901612,0.005705162,0.005102511],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004968579,0.0003192951,0.5869934,0.002656832,0.0001587896,0.0001244565,0.001387009,0.0002873096,0.0003453621,0.0005248651,0.3583627,0.04834313],"study_design_scores_gemma":[0.000131969,0.0002945207,0.9147167,0.0004879088,0.0000328031,0.0001301837,0.001661909,0.0001751702,0.0001092703,0.0001201128,0.08210655,0.00003294993],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.292457,0.004306606,0.001408366,0.01476736,0.0005974618,0.003802549,0.6232337,0.000666492,0.05876059],"genre_scores_gemma":[0.6113143,0.005326968,0.005454113,0.02072016,0.0005937403,0.01315305,0.3228601,0.000330745,0.02024688],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9917443,"threshold_uncertainty_score":0.04896355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9002043163190332,"score_gpt":0.7984957030081596,"score_spread":0.1017086133108736,"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."}}