{"id":"W7133222963","doi":"10.2310/derm.1.2005.2060","title":"THE UTILITY OF THE TRUE TEST IN A PRIVATE PRACTICE SETTING","year":2005,"lang":"en","type":"article","venue":"Dermatitis","topic":"Financial Reporting and Valuation Research","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Test (biology); Private practice; MEDLINE; Clinical Practice; General practice","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001728289,0.00005259187,0.00006930236,0.00003975865,0.0002400936,0.0001274312,0.0002007441,0.0000254812,0.00004959933],"category_scores_gemma":[0.01154591,0.00003225083,0.00003650121,0.0004004586,0.0000545829,0.0004620898,0.0001260716,0.0001455869,0.00005269132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001428035,"about_ca_system_score_gemma":0.0000401683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005407627,"about_ca_topic_score_gemma":0.0005751676,"domain_scores_codex":[0.9990534,0.00003606514,0.0003367919,0.00008858557,0.0003221543,0.0001630666],"domain_scores_gemma":[0.9987864,0.0004804527,0.0003280792,0.000228926,0.0001722695,0.000003812924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00000647556,0.0001484171,0.6475164,0.0001470678,0.00001013926,0.000008324169,0.0003487704,0.00008398521,0.0001331093,0.009902945,0.06171044,0.2799839],"study_design_scores_gemma":[0.0001034987,9.615369e-7,0.6082671,0.00003139841,0.000004329918,0.000002467706,0.00008888873,0.01950578,0.0001435592,0.0006882189,0.3711312,0.00003257376],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8418995,0.0001118239,0.00008763406,0.07565147,0.0001754838,0.0003919576,0.00000190411,0.00003571965,0.08164451],"genre_scores_gemma":[0.9971483,0.00001016341,0.0001535781,0.002280748,0.000180916,0.00001561352,0.000001350473,0.000005431238,0.0002038805],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3094208,"threshold_uncertainty_score":0.9967803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02476022633081919,"score_gpt":0.2981457065952193,"score_spread":0.2733854802644001,"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."}}