{"id":"W2175102876","doi":"10.1097/bot.0000000000000466","title":"Building Networks for Global Clinical Research","year":2015,"lang":"en","type":"article","venue":"Journal of Orthopaedic Trauma","topic":"Global Health and Surgery","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Protocol (science); Context (archaeology); Quality (philosophy); Clinical trial; Randomized controlled trial; Medical education; Public relations; Alternative medicine; Surgery; Pathology","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":[0.1207153,0.001532594,0.001322028,0.007778733,0.01327263,0.0204422,0.005009916,0.008449609,0.03376018],"category_scores_gemma":[0.1499836,0.001713965,0.001469292,0.004262408,0.0132551,0.0275568,0.05381672,0.01339729,0.009400917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008603074,"about_ca_system_score_gemma":0.05277863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00301375,"about_ca_topic_score_gemma":0.004092355,"domain_scores_codex":[0.8865905,0.08822466,0.003025517,0.008450897,0.007709143,0.005999348],"domain_scores_gemma":[0.7860911,0.09833068,0.01306252,0.02169954,0.02668287,0.05413323],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002922682,0.0006471644,0.01815536,0.001726792,0.0004625045,0.001705287,0.03411349,0.003828962,0.001319483,0.4432354,0.1720058,0.3225075],"study_design_scores_gemma":[0.0001762342,0.0002209199,0.003671536,0.002002354,0.00009493044,0.0003760943,0.01148943,0.00166342,0.000295125,0.3117904,0.6680989,0.0001205467],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02505656,0.01719346,0.2026164,0.4680542,0.01138243,0.003913709,0.0006314511,0.001712824,0.269439],"genre_scores_gemma":[0.5291799,0.01787593,0.2793591,0.08451395,0.008934449,0.01236685,0.001927607,0.001385805,0.06445642],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1207153,"threshold_uncertainty_score":0.6384111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2297952988414018,"score_gpt":0.49855451941233,"score_spread":0.2687592205709282,"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."}}