{"id":"W2333349975","doi":"10.1097/prs.0b013e318221bca3","title":"Discussion","year":2011,"lang":"en","type":"letter","venue":"Plastic & Reconstructive Surgery","topic":"Hernia repair and management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Reconstructive surgery; Medicine; Family medicine; Surgery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000403707,0.0005105014,0.0003141246,0.0005214004,0.00237289,0.001604639,0.0006896944,0.009200642,0.04364891],"category_scores_gemma":[0.002138559,0.0001829979,0.0003823223,0.0004558084,0.000941103,0.001041675,0.0007835455,0.00800944,0.01418532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002491089,"about_ca_system_score_gemma":0.001112949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003216194,"about_ca_topic_score_gemma":0.005875206,"domain_scores_codex":[0.9993186,0.0001568993,0.00004156798,0.0001372144,0.0001546644,0.0001911228],"domain_scores_gemma":[0.9993235,0.0002330113,0.00005738691,0.0000352491,0.0001778416,0.0001730464],"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":[0.0001462833,0.00007155339,0.004186192,0.00009656885,0.00001103151,0.04950636,0.0004300413,0.0001445956,0.0003846722,0.01327119,0.9112177,0.02053383],"study_design_scores_gemma":[0.00008450817,0.00003968501,0.002721594,0.0004533513,0.000009683343,0.02648237,0.001013793,0.0003009875,0.0002404942,0.007315093,0.9613218,0.00001671326],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.005717078,0.003462936,0.0002577889,0.7547175,0.02661194,0.00005162943,0.0003750721,0.00006989113,0.2087362],"genre_scores_gemma":[0.1008667,0.005617231,0.0003465532,0.6142709,0.02493267,0.0001603565,0.000350937,0.00005702061,0.2533976],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9563511,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02834350062180609,"score_gpt":0.2366464824031133,"score_spread":0.2083029817813072,"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."}}