{"id":"W2426475863","doi":"10.1016/j.hcl.2009.08.016","title":"Preface","year":2009,"lang":"en","type":"article","venue":"Hand Clinics","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; Ottawa Hospital","funders":"","keywords":"Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002442499,0.00006631857,0.00009843353,0.00001937958,0.00005957834,0.00003733821,0.0001069298,0.00005862208,0.0001757315],"category_scores_gemma":[0.0001351561,0.00005958653,0.00004942755,0.0001103951,0.00003090465,0.00005984776,0.00001115314,0.0001027657,0.01228143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001314462,"about_ca_system_score_gemma":0.00002978557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":8.711264e-7,"about_ca_topic_score_gemma":0.000004846727,"domain_scores_codex":[0.999384,0.00002540975,0.0001632127,0.0001409942,0.0001245476,0.0001618364],"domain_scores_gemma":[0.9995419,0.00004680538,0.00005349846,0.0002538557,0.00003689561,0.00006702428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007115166,0.002054542,0.02526657,0.00002517839,0.0001059129,0.00009091831,0.002925592,0.0003635134,0.03541672,0.02030541,0.449027,0.4637071],"study_design_scores_gemma":[0.001520329,0.0004226277,0.06134296,0.0000264381,0.00004174497,0.000007499687,0.00006280036,0.0009053109,0.00591434,0.01216868,0.9172959,0.000291384],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9455027,0.0003828864,0.0001929331,0.0003048837,0.0002189955,0.0001136419,0.00001793879,0.0001949486,0.05307109],"genre_scores_gemma":[0.9936423,0.00002785211,0.0006141937,0.0007498818,0.0001237037,0.000001211991,0.000006565158,0.00001722658,0.004817103],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4682689,"threshold_uncertainty_score":0.9884876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03515003649427047,"score_gpt":0.3489303163070794,"score_spread":0.3137802798128089,"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."}}