{"id":"W2313187282","doi":"10.1097/01.prs.0000444914.31544.c4","title":"Abstract 1","year":2014,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Surgical Sutures and Adhesives","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Studies; BC Children's Hospital; University of British Columbia","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":[0.0002055754,0.0001530182,0.0004054843,0.0001228104,0.00006387741,0.00002346612,0.00003703038,0.00008774334,0.002010897],"category_scores_gemma":[0.002500249,0.0001181564,0.0002451625,0.0001324939,0.0001611444,0.00009361955,0.00001714811,0.0001935268,0.0002881248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002789719,"about_ca_system_score_gemma":0.00006930433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000116293,"about_ca_topic_score_gemma":0.000001577324,"domain_scores_codex":[0.9989662,0.0000319463,0.0002649037,0.0002666771,0.0001862688,0.0002839658],"domain_scores_gemma":[0.9941196,0.005333535,0.00008907465,0.0001649079,0.00007338898,0.0002195002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004791552,0.0001612556,0.6156329,0.0001599349,0.0002292165,0.000137614,0.00005126382,0.000006496544,0.00378506,0.002326513,0.003370347,0.3736603],"study_design_scores_gemma":[0.000376931,0.00004219997,0.981403,0.0001892883,0.00005128374,0.0003167087,0.0001116021,0.00008929743,0.001922585,0.0009369046,0.01435674,0.0002034678],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9721624,0.0000933586,0.0002223873,0.0001452666,0.001255765,0.00007609232,0.000005692772,0.00008212138,0.02595686],"genre_scores_gemma":[0.9987963,0.00002196552,0.0003222799,0.0001791227,0.0005271574,0.000008017329,0.00001170777,0.00001742705,0.0001159567],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3734568,"threshold_uncertainty_score":0.9989014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01866304236695256,"score_gpt":0.2412996346752715,"score_spread":0.2226365923083189,"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."}}