{"id":"W4238268948","doi":"10.12968/pnur.2006.17.6.21200","title":"Clinical Q&A","year":2006,"lang":"en","type":"article","venue":"Practice Nursing","topic":"Nail Diseases and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Quest University Canada","funders":"","keywords":"Medicine; Intensive care medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001441434,0.00006673545,0.0001265855,0.00002791357,0.00005857124,0.0000208992,0.00002104693,0.0000450908,0.0001042799],"category_scores_gemma":[0.000437086,0.0000568856,0.00008792041,0.00008103347,0.00004526413,0.0001652335,0.000004636818,0.0001199843,0.0004482401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006310218,"about_ca_system_score_gemma":0.00005585589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007791568,"about_ca_topic_score_gemma":0.000001775635,"domain_scores_codex":[0.9992982,0.00005416829,0.0001852805,0.0001573909,0.0001590747,0.0001459076],"domain_scores_gemma":[0.9993333,0.0002397252,0.00008031246,0.0001820737,0.00006592525,0.0000986544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002042542,0.01166797,0.3549066,0.00004223154,0.0002416634,0.0006046846,0.0001068416,0.000003686091,0.0003614913,0.004070919,0.0738344,0.5521169],"study_design_scores_gemma":[0.003340252,0.00026924,0.4921954,0.0002414496,0.001495935,0.0004473938,0.0001595708,0.00004744522,0.00007021535,0.001782762,0.4998095,0.0001408362],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5154594,0.002945528,0.001053403,0.01692803,0.0007831826,0.0003386577,0.000004106545,0.0001648724,0.4623228],"genre_scores_gemma":[0.9808478,0.00005262025,0.01510632,0.0008777847,0.000593417,0.000003336928,0.00003145426,0.00001561826,0.002471596],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5519761,"threshold_uncertainty_score":0.576137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0699720516504516,"score_gpt":0.4837162013848905,"score_spread":0.4137441497344389,"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."}}