{"id":"W4214686057","doi":"10.1097/01.der.0000753716.26638.4c","title":"Self-Assessment","year":2021,"lang":"en","type":"article","venue":"Dermatitis","topic":"Appendicitis Diagnosis and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Traditional 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005183063,0.0004173974,0.0008090448,0.001177146,0.0005196425,0.001107311,0.0008445076,0.001553913,0.04218635],"category_scores_gemma":[0.05843098,0.0001405868,0.0003933249,0.0004490836,0.0003706003,0.0009609355,0.0006882777,0.002571414,0.013483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000579483,"about_ca_system_score_gemma":0.00173411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001228534,"about_ca_topic_score_gemma":0.002780325,"domain_scores_codex":[0.9969898,0.001021258,0.0005092117,0.0002238273,0.001114649,0.0001412071],"domain_scores_gemma":[0.968448,0.006346632,0.001794581,0.0009337534,0.0195519,0.002925144],"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":[0.00006531058,0.00006771896,0.004538651,0.0001771708,0.00001624062,0.0001116195,0.0001056186,0.00001807744,0.00006073316,0.0002188446,0.9026049,0.09201515],"study_design_scores_gemma":[0.000249409,0.0002919925,0.02678475,0.004599083,0.00008149395,0.002067688,0.0009763744,0.0007040301,0.0005158702,0.001564123,0.9620907,0.0000745337],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01477964,0.02090465,0.006072061,0.6679358,0.1748715,0.001521147,0.005067894,0.0008503729,0.1079969],"genre_scores_gemma":[0.2750494,0.06623541,0.01596452,0.2309708,0.1674668,0.003683282,0.009004887,0.000680485,0.2309444],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9578136,"threshold_uncertainty_score":0.1411274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0113087785979891,"score_gpt":0.2844475008587417,"score_spread":0.2731387222607526,"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."}}