{"id":"W1855216632","doi":"10.1177/229255030701500409","title":"Rules for practice in 2008","year":2007,"lang":"en","type":"article","venue":"Canadian Journal of Plastic Surgery","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Medical physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002239258,0.00007833602,0.0002351767,0.001384286,0.00007359342,0.00005709767,0.0001021082,0.00009922027,0.00004926741],"category_scores_gemma":[0.01299957,0.00007391624,0.00009006852,0.0003169563,0.00003362287,0.0004718498,0.000005243981,0.0001669482,0.00003173547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000915869,"about_ca_system_score_gemma":0.0006954149,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02903554,"about_ca_topic_score_gemma":0.1304203,"domain_scores_codex":[0.9988836,0.000008202432,0.0005318117,0.00007939668,0.00009703642,0.0003999295],"domain_scores_gemma":[0.9963338,0.002797523,0.0003964789,0.00007018272,0.0003299633,0.0000720033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000196957,0.000059497,0.651729,0.0004677169,0.00009889673,0.003964934,0.0001150286,0.00005358916,0.00003593544,0.03517245,0.1600064,0.1480996],"study_design_scores_gemma":[0.0002069684,0.000009183302,0.08932648,0.0001720285,0.00001699347,0.0001094983,0.0005452539,0.00003850694,0.000003059741,0.0008540427,0.9086117,0.0001063243],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9825994,0.001223121,0.003059306,0.003074539,0.007034648,0.0001474832,0.000006814835,0.00001510155,0.002839603],"genre_scores_gemma":[0.9976684,0.000006168349,0.0001700546,0.0007511444,0.001366653,0.000001667824,0.000002750473,0.00001391618,0.00001927957],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7486052,"threshold_uncertainty_score":0.9953144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02740345265384956,"score_gpt":0.2538807355221649,"score_spread":0.2264772828683154,"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."}}