{"id":"W2324365769","doi":"10.1097/01.prs.0000465625.46646.69","title":"Abstract 177","year":2015,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Organ and Tissue Transplantation Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","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":["insufficient_payload"],"category_scores_codex":[0.0002872041,0.0001200482,0.0002896262,0.0002378357,0.0000374972,0.00001954704,0.00003846374,0.00007030903,0.001481452],"category_scores_gemma":[0.001049883,0.0001054009,0.00008440185,0.0002155558,0.000170688,0.000105599,0.000009565288,0.0002174405,0.00107371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006383187,"about_ca_system_score_gemma":0.0004984412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003097813,"about_ca_topic_score_gemma":0.000006227436,"domain_scores_codex":[0.9988976,0.00003027175,0.0002443179,0.0002159831,0.0003435271,0.0002683252],"domain_scores_gemma":[0.9976268,0.001591704,0.00005354809,0.0001401658,0.0001990074,0.000388728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001126265,0.0001955816,0.9304592,0.0002881589,0.0003038278,0.001025924,0.0004199036,0.000005814762,0.002356155,0.0004941763,0.009976482,0.05334849],"study_design_scores_gemma":[0.001658962,0.0001087515,0.9817599,0.0002894682,0.0001110901,0.001482823,0.0007625404,0.00007245623,0.008598933,0.0006149714,0.004232706,0.000307372],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9750757,0.0001605563,0.0002576663,0.0001894187,0.001022321,0.0001385769,0.00003082253,0.00008579227,0.02303914],"genre_scores_gemma":[0.998776,0.00003178935,0.0004703792,0.00004906317,0.0001998352,0.000008276946,0.00003424051,0.00001900516,0.0004114292],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05304112,"threshold_uncertainty_score":0.9997041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06870907564107503,"score_gpt":0.308897138986627,"score_spread":0.2401880633455519,"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."}}