{"id":"W4253030723","doi":"10.1097/00042728-200306000-00005","title":"Commentary","year":2003,"lang":"en","type":"article","venue":"Dermatologic Surgery","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Dermatology","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":[0.004520103,0.001005787,0.001552966,0.001253248,0.006496198,0.005634725,0.003832718,0.07788186,0.03735108],"category_scores_gemma":[0.04311919,0.0008941763,0.002440175,0.001162165,0.002639921,0.003180931,0.003105189,0.04899977,0.01970276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006909824,"about_ca_system_score_gemma":0.009556244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01556643,"about_ca_topic_score_gemma":0.02667373,"domain_scores_codex":[0.9949869,0.0008168669,0.0004133206,0.0008235945,0.001798976,0.001160357],"domain_scores_gemma":[0.9803814,0.008441169,0.001144162,0.0006565393,0.005914686,0.003462],"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":[0.00002006286,0.000004819801,0.00008590737,0.00004122537,0.00000740903,0.0002723157,0.00005025126,0.00001194777,0.00003997033,0.0009304907,0.9966534,0.001882151],"study_design_scores_gemma":[0.0000551595,0.00001511699,0.0004789022,0.0003312703,0.00003239084,0.0003931134,0.0002506977,0.00003535319,0.000107948,0.001603253,0.9966698,0.00002696839],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0002585258,0.001565319,0.00005441133,0.8950328,0.0947044,0.0000209571,0.00007600419,0.00002988891,0.008257687],"genre_scores_gemma":[0.001413342,0.0005178012,0.00005265657,0.9526094,0.02975856,0.00003072292,0.00002667798,0.00002333793,0.01556749],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9626489,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0396439568437601,"score_gpt":0.2519689417091281,"score_spread":0.212324984865368,"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."}}