{"id":"W2595191687","doi":"10.1200/jco.2015.33.15_suppl.e17547","title":"Establishment of a baseline to measure academic clinical trial activity in Canada.","year":2015,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Ontario Institute for Cancer Research","funders":"","keywords":"Clinical trial; Medicine; Receipt; Portfolio; Family medicine; Patient recruitment; Internal medicine; Accounting; Finance","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":[],"category_scores_codex":[0.0244654,0.000454733,0.0009545375,0.006156305,0.004106424,0.003377786,0.002111039,0.0006842395,0.00899157],"category_scores_gemma":[0.0534022,0.0004926421,0.001237857,0.01090497,0.001307909,0.001499729,0.002114544,0.001682242,0.001940833],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07691543,"about_ca_system_score_gemma":0.2069667,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9427544,"about_ca_topic_score_gemma":0.9658292,"domain_scores_codex":[0.9807771,0.002952307,0.002488666,0.0009581619,0.009844949,0.002978789],"domain_scores_gemma":[0.9041838,0.009331979,0.01095054,0.001728438,0.06299698,0.01080817],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002038993,0.0004492762,0.6223566,0.002171886,0.0002516432,0.0001177369,0.002349519,0.001512408,0.0004610804,0.003617556,0.1796548,0.1850184],"study_design_scores_gemma":[0.0002192384,0.0002750012,0.924649,0.0004773301,0.00007283015,0.00004547556,0.001527177,0.001078944,0.0003343921,0.0003873463,0.07086769,0.00006563248],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3977623,0.009901814,0.01538094,0.02123541,0.001088468,0.02902716,0.3407429,0.002164696,0.1826963],"genre_scores_gemma":[0.8504554,0.00317834,0.03864446,0.00359656,0.000146758,0.02029421,0.06396871,0.0002624808,0.01945299],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9755346,"threshold_uncertainty_score":0.5580631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.694728486465098,"score_gpt":0.6376722686330413,"score_spread":0.05705621783205672,"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."}}