{"id":"W1992884914","doi":"10.1503/cmaj.090686","title":"Nip/Tuck well past its best before","year":2009,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Body Image and Dysmorphia Studies","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Rhytidectomy; Mastopexy; Computer science; Daughter; Resolution (logic); Comedy; Computer graphics (images); Plastic surgery; Art; Artificial intelligence; Medicine; Surgery; Visual arts; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008352148,0.0009245952,0.0005311394,0.0007787903,0.004267973,0.003935406,0.0008649305,0.002682104,0.4839359],"category_scores_gemma":[0.0038973,0.0003470949,0.000647467,0.0003140099,0.001322155,0.004999247,0.004604156,0.007557788,0.3607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007314553,"about_ca_system_score_gemma":0.00123876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006035113,"about_ca_topic_score_gemma":0.01436514,"domain_scores_codex":[0.9991756,0.0001054702,0.00002453409,0.00009841086,0.0003437028,0.0002521561],"domain_scores_gemma":[0.9983549,0.0000697557,0.00004853746,0.0001246422,0.0004898054,0.0009123129],"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":[0.00003648565,0.00006339969,0.0004757784,0.00003531933,0.000005129914,0.0002198208,0.0003164111,0.00001184602,0.0002582176,0.002163667,0.9308751,0.06553887],"study_design_scores_gemma":[0.000005640968,0.0000218476,0.0006254427,0.00008946647,0.000002927224,0.0003601559,0.001250974,0.00001934318,0.0001101861,0.001009448,0.996492,0.00001257168],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.003942617,0.004528891,0.001951053,0.1447229,0.03876266,0.0001395449,0.0007481911,0.002087118,0.803117],"genre_scores_gemma":[0.007652206,0.001357472,0.001109673,0.02608907,0.001901976,0.00003428701,0.0002093766,0.0006276972,0.9610182],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.4839359,"threshold_uncertainty_score":0.7361028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01082998542336037,"score_gpt":0.2729397542643203,"score_spread":0.2621097688409599,"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."}}