{"id":"W4406580763","doi":"10.1016/s1286-9325(14)55359-9","title":"10.1016/s1286-9325(14)55359-9","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Reconstructive Surgery and Microvascular Techniques","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Dermatology; Medicine","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002012811,0.0001580701,0.0003087638,0.0001178237,0.00005816791,0.00001787368,0.00009142597,0.00009807806,0.9961917],"category_scores_gemma":[0.00004427378,0.0001428466,0.000181085,0.0002035276,0.0000682574,0.00008169267,0.0000233553,0.0001579216,0.9800476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004410519,"about_ca_system_score_gemma":0.00004897993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001352888,"about_ca_topic_score_gemma":5.909369e-8,"domain_scores_codex":[0.9990664,0.00003982138,0.0002044575,0.0002700241,0.0001510229,0.0002682334],"domain_scores_gemma":[0.9992988,0.00003149007,0.00002564611,0.0003924327,0.00007585959,0.0001757569],"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":[0.0001524031,0.00005252348,0.000001284146,0.00001215836,0.00005532573,0.00002552332,0.000007962213,7.510776e-7,0.001295298,9.265405e-7,0.2361941,0.7622017],"study_design_scores_gemma":[0.0003093145,0.0001773075,0.0001079288,0.0000685852,0.00005255075,0.0002525164,0.000001068617,0.00000633331,0.01399365,0.00001519918,0.9848515,0.0001640559],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004573646,0.0001469641,0.000007316944,0.0002007984,0.00000225256,0.0003656735,0.000008135448,0.0003160248,0.9943792],"genre_scores_gemma":[0.0002273279,0.0000019856,0.0008451043,0.0001168294,0.0001326758,0.00003068728,0.00002520528,0.00003061938,0.9985896],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7620377,"threshold_uncertainty_score":0.5825117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005085453754926572,"score_gpt":0.1865488823345461,"score_spread":0.1814634285796195,"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."}}