{"id":"W6927184020","doi":"10.3205/19ifssh0822","title":"The Learning Curve in Arthroscopic Scaphoid Resection and Midcarpal Arthrodesis","year":2020,"lang":"en","type":"article","venue":"German Medical Science (German Research Foundation)","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hand and Upper Limb Clinic","funders":"","keywords":"Resection; Arthrodesis; Arthroscopy; Dorsum; Open surgery","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":[0.01288792,0.001320407,0.00112353,0.0030597,0.00206052,0.003290433,0.00220778,0.003774366,0.01826756],"category_scores_gemma":[0.04062905,0.0006431542,0.001885352,0.00156945,0.003003905,0.007404591,0.002802158,0.007821892,0.009695332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002518744,"about_ca_system_score_gemma":0.002375703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001317136,"about_ca_topic_score_gemma":0.003318726,"domain_scores_codex":[0.9920419,0.001807561,0.001455734,0.001432883,0.00245675,0.0008051474],"domain_scores_gemma":[0.9555562,0.02443145,0.00487447,0.002628291,0.005437314,0.007072221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00208971,0.000785725,0.04782085,0.002811712,0.0003095072,0.02852654,0.002078335,0.00239951,0.004184501,0.005642109,0.08326772,0.8200837],"study_design_scores_gemma":[0.0005722519,0.004133136,0.1102149,0.003851459,0.0004163076,0.6732351,0.00489855,0.006006249,0.003537934,0.03280904,0.1597848,0.0005402424],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3531584,0.1380521,0.06075876,0.3415207,0.02923325,0.000567808,0.0009654245,0.003542283,0.07220124],"genre_scores_gemma":[0.7075234,0.0811185,0.06667419,0.06642405,0.0507757,0.000734838,0.001871413,0.00178972,0.02308825],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01826756,"threshold_uncertainty_score":0.06815869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.063581653356389,"score_gpt":0.4159355967244044,"score_spread":0.3523539433680155,"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."}}