{"id":"W4200063405","doi":"10.1097/prs.0000000000008802","title":"Nicolas Guay, M.D., 1968 to 2020","year":2021,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Reconstructive Surgery and Microvascular Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Excellence; Breast cancer; Plastic surgery; Center of excellence; Medical school","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004079731,0.001043858,0.0006541961,0.001323476,0.0006963246,0.001214346,0.0008071393,0.001341071,0.07300011],"category_scores_gemma":[0.00200966,0.0002666606,0.0003294444,0.000492668,0.0003613769,0.001155546,0.001192575,0.002837443,0.05590802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001818202,"about_ca_system_score_gemma":0.002212258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006135073,"about_ca_topic_score_gemma":0.01478638,"domain_scores_codex":[0.9996657,0.00001856605,0.00001933082,0.00006571829,0.0001613619,0.00006930056],"domain_scores_gemma":[0.9986979,0.00004152826,0.0000436374,0.00001196677,0.0003415492,0.0008633048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002183645,0.00002074745,0.0006364906,0.00009399315,0.000003391146,0.0002134751,0.00002251868,0.00005107264,0.00009143822,0.0003718728,0.9442955,0.05417773],"study_design_scores_gemma":[0.00001527071,0.00003643123,0.001231379,0.000399903,0.000007572682,0.001888678,0.00006652179,0.00008442393,0.00009188012,0.0004229149,0.9957452,0.000009815642],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003195977,0.2209365,0.001591783,0.2640149,0.2157061,0.0002104692,0.001615903,0.0008727672,0.2918556],"genre_scores_gemma":[0.01980658,0.182582,0.001217202,0.07070514,0.04179772,0.0002018972,0.001426987,0.0002778453,0.6819847],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07300011,"threshold_uncertainty_score":0.2442096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01615416509265423,"score_gpt":0.2527319652397942,"score_spread":0.23657780014714,"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."}}