{"id":"W7133183656","doi":"10.2310/6620.2008.00012nn","title":"Health Services Utilization Prior to Presentation for Patch Testing","year":2008,"lang":"en","type":"article","venue":"Dermatitis","topic":"Infection Control in Healthcare","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Public Health Ontario","funders":"","keywords":"Presentation (obstetrics); Health services; Patch testing; Case presentation","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001020729,0.00007460557,0.0001697845,0.00009501293,0.0002712658,0.00001192723,0.00003037539,0.00004340327,0.00002483714],"category_scores_gemma":[0.0002062928,0.00007743568,0.00002624934,0.0002631318,0.000009144076,0.0001176018,0.00001029415,0.0000525116,0.00003556876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000100875,"about_ca_system_score_gemma":0.0001722468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001658939,"about_ca_topic_score_gemma":0.0004543717,"domain_scores_codex":[0.9991703,0.00004074717,0.0002852494,0.0001454871,0.0001627979,0.0001954241],"domain_scores_gemma":[0.9990404,0.0001306252,0.0001025855,0.0001326062,0.0004552962,0.0001384627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004310582,0.0001113514,0.6659483,0.004344762,0.00003338626,0.00001845701,0.009765831,0.000221051,0.0002261438,0.0001994025,0.038439,0.2806492],"study_design_scores_gemma":[0.001226145,0.0003643173,0.9436697,0.0003396771,0.00001279942,0.0002857179,0.0002489511,0.01888664,0.0009964581,0.00005919431,0.0338129,0.00009753818],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8303805,0.0005692557,0.08085716,0.0780556,0.0009468184,0.006154852,0.00009981371,0.0005827116,0.002353306],"genre_scores_gemma":[0.9681054,0.00003713433,0.01103436,0.020034,0.0002655543,0.0002074334,0.00014033,0.00001967578,0.0001560754],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2805517,"threshold_uncertainty_score":0.3157735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09081576099874814,"score_gpt":0.3766164363229257,"score_spread":0.2858006753241775,"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."}}