{"id":"W6980419664","doi":"","title":"Canadian Society of Plastic Surgeons SociÃ©tÃ© Canadienne Des\\nChirurgiens Plasticiens: Abstracts presented at the 68th Annual Meeting / 68e RÃ©union annuelle\\nJune 24 â 28, 2014, MontrÃ©al, QuÃ©bec","year":2014,"lang":"en","type":"article","venue":"PubMed Central","topic":"Organ and Tissue Transplantation Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"MEDLINE; Scientific society","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001435201,0.0003274318,0.0004669669,0.0001868783,0.0005824624,0.00005382419,0.000286837,0.0001838773,0.0004387271],"category_scores_gemma":[0.0007810437,0.000261956,0.0002588378,0.0004320314,0.0005251108,0.0001568823,0.00005624636,0.0005601828,0.00006071131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001100555,"about_ca_system_score_gemma":0.0009011645,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3360336,"about_ca_topic_score_gemma":0.6806706,"domain_scores_codex":[0.9949515,0.0002175379,0.0005863648,0.0004862102,0.0006491773,0.003109178],"domain_scores_gemma":[0.9960884,0.0008604763,0.0001903415,0.0004042633,0.0002626467,0.002193854],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008423657,0.000627048,0.6339319,0.001024601,0.001063539,0.0002422777,0.02074681,0.005143016,0.003543631,0.0002617783,0.3257264,0.006846689],"study_design_scores_gemma":[0.002273806,0.0001348932,0.9368765,0.0001375721,0.0002257865,0.00008507949,0.001756501,0.002906248,0.002744015,0.00001711326,0.05253961,0.0003028741],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895241,0.0003085278,0.0001366548,0.005502342,0.0008727011,0.0008688982,0.0008887094,0.00006704566,0.00183104],"genre_scores_gemma":[0.9943669,0.0003685578,0.0001224455,0.0003492514,0.0002696192,0.00005043015,0.000293814,0.00005864427,0.004120331],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3446371,"threshold_uncertainty_score":0.9999833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01379543550415977,"score_gpt":0.2304019122127129,"score_spread":0.2166064767085532,"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."}}