{"id":"W2048844335","doi":"10.1097/01206501-200412000-00009","title":"Orthopedic Prostheses: Is There Any Point in Patch Testing?","year":2004,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Orthopedic surgery; Patch testing; Contact dermatitis; Dermatology; General surgery; Dentistry; Surgery; Allergy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008996209,0.0001636498,0.0002883492,0.0001161993,0.00005926915,0.00004768594,0.00008151821,0.00007638102,0.0008860136],"category_scores_gemma":[0.0001402675,0.0001403335,0.00007033674,0.000301361,0.00004330526,0.0001951139,0.00004216264,0.0001969401,0.0003140553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008562134,"about_ca_system_score_gemma":0.0001579996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001573268,"about_ca_topic_score_gemma":0.0008828492,"domain_scores_codex":[0.9988794,0.00002250984,0.000350803,0.0001985285,0.000252824,0.0002958922],"domain_scores_gemma":[0.9994056,0.000049315,0.00007466105,0.0002769054,0.00008232239,0.0001112618],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001002226,0.0003493557,0.930869,0.0005311788,0.00005773603,0.002681065,0.007195498,0.00001054807,0.0003329584,0.0004188429,0.02501835,0.03252539],"study_design_scores_gemma":[0.002242667,0.0001591805,0.9522352,0.00114918,0.00001884137,0.0006668921,0.0005725761,0.00008106891,0.001576958,0.001290005,0.03979538,0.0002120343],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9494429,0.0009637212,0.00007837122,0.01988212,0.00008661437,0.0004606479,0.00001936706,0.0001202359,0.02894604],"genre_scores_gemma":[0.9856469,0.0002646285,0.001352564,0.01205494,0.00007901935,0.00005205922,0.00001571289,0.00002733844,0.0005068326],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03620402,"threshold_uncertainty_score":0.9701228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01839698259443845,"score_gpt":0.2523707286787983,"score_spread":0.2339737460843598,"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."}}