{"id":"W388192570","doi":"10.1177/229255030501300302","title":"Looking Back to Look Forward","year":2005,"lang":"en","type":"article","venue":"Canadian Journal of Plastic Surgery","topic":"Reconstructive Surgery and Microvascular Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.002874763,0.0007733753,0.000726626,0.0006840657,0.004528079,0.00979674,0.001672841,0.005317592,0.2058472],"category_scores_gemma":[0.01360518,0.0002560592,0.0008361322,0.0006075986,0.004198154,0.01019739,0.007468059,0.01308222,0.1333655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003511073,"about_ca_system_score_gemma":0.005666267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005011756,"about_ca_topic_score_gemma":0.008741714,"domain_scores_codex":[0.9970136,0.0008745419,0.00009737931,0.0004310761,0.0009440086,0.0006394479],"domain_scores_gemma":[0.9952945,0.0005548903,0.0001916284,0.000331623,0.001658762,0.001968589],"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":[0.00002783352,0.00003093414,0.0004286984,0.0001144347,0.00001009402,0.0002958487,0.002004479,0.00002245513,0.0001274649,0.03046401,0.8981002,0.06837352],"study_design_scores_gemma":[0.000002690459,0.00001147719,0.00009588839,0.0002103822,0.000002715328,0.0002421272,0.001342937,0.000005993144,0.00002386455,0.004391575,0.9936625,0.000007832181],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001525088,0.02413131,0.00283311,0.5260779,0.1037095,0.00006700514,0.0005261878,0.000611561,0.3405183],"genre_scores_gemma":[0.0201469,0.01344223,0.002387794,0.3019136,0.01434552,0.00007560223,0.0004605261,0.0007364445,0.6464913],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2058472,"threshold_uncertainty_score":0.6886277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01497597563378688,"score_gpt":0.2318844692953037,"score_spread":0.2169084936615168,"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."}}