{"id":"W1872447370","doi":"10.1177/229255030501300306","title":"Solo Hand Surgery","year":2005,"lang":"en","type":"article","venue":"Canadian Journal of Plastic Surgery","topic":"Orthopedic Surgery and Rehabilitation","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Medicine; Tourniquet; SAFER; Humanities; Surgery; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001380612,0.0001443773,0.0005725958,0.00109084,0.0001374888,0.00003995145,0.0000449692,0.000121809,0.001155287],"category_scores_gemma":[0.008827051,0.0001202451,0.0005438796,0.0003194341,0.0002195984,0.0002168729,0.000003340652,0.0002759179,0.00008252868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001794709,"about_ca_system_score_gemma":0.005061746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002833064,"about_ca_topic_score_gemma":0.0015534,"domain_scores_codex":[0.9983401,0.00008771272,0.000765591,0.0001279948,0.0002720287,0.0004065717],"domain_scores_gemma":[0.9897512,0.008326336,0.0002801484,0.000143384,0.0003163088,0.001182666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001329625,0.00005728643,0.8515747,0.00007485806,0.0001473906,0.001016117,0.000246909,0.00008940446,0.0003287222,0.00001780586,0.08709829,0.05921556],"study_design_scores_gemma":[0.0003718028,0.0001026147,0.6992142,0.000798961,0.0002085858,0.002089197,0.0002475021,0.00007135075,0.0006792853,0.0000324735,0.2959316,0.0002524321],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916892,0.001537909,0.000194977,0.001763955,0.004223228,0.0000492151,0.000008653235,0.000008492992,0.0005243847],"genre_scores_gemma":[0.9972835,0.00005772481,0.0001194384,0.0004200642,0.001584326,0.000001481965,0.000008825543,0.00002235143,0.0005022429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2088334,"threshold_uncertainty_score":0.9997578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02205681118756651,"score_gpt":0.2331741963310399,"score_spread":0.2111173851434734,"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."}}