{"id":"W3177339229","doi":"","title":"Abstract: The Landscape of Hand Surgery Research in Global Health: A Unified Approach to Better Care","year":2018,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery Global Open","topic":"Biomedical Ethics and Regulation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Health care; Medicine; Political science","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":[0.1038508,0.001108935,0.002513312,0.004837256,0.00679777,0.03311909,0.003974808,0.02563754,0.01669193],"category_scores_gemma":[0.08865324,0.0006806263,0.001359563,0.005168734,0.04726077,0.02768431,0.017849,0.02571701,0.001900693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01318919,"about_ca_system_score_gemma":0.04192231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003720443,"about_ca_topic_score_gemma":0.00397064,"domain_scores_codex":[0.9371672,0.04075614,0.003680658,0.00401791,0.01118469,0.003193369],"domain_scores_gemma":[0.7833286,0.1460592,0.01301486,0.0145428,0.02960477,0.01344975],"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":[0.00004646403,0.00008199766,0.001253168,0.0009787389,0.00004966309,0.0001359907,0.002259211,0.0005845434,0.000560098,0.8848408,0.07060148,0.03860785],"study_design_scores_gemma":[0.0000391849,0.00008463124,0.002194388,0.005266274,0.00005826763,0.0002984001,0.005423439,0.0009447949,0.0004202826,0.7596824,0.2254918,0.00009615636],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001559658,0.02451715,0.007580841,0.9460851,0.003996843,0.00004025027,0.0001047215,0.00004908195,0.01606638],"genre_scores_gemma":[0.3020729,0.07303711,0.03465471,0.5350077,0.04325924,0.000604275,0.0004671929,0.0002157296,0.01068106],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1038508,"threshold_uncertainty_score":0.5492221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09369814880765867,"score_gpt":0.3821433636107452,"score_spread":0.2884452148030865,"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."}}