{"id":"W2037193014","doi":"10.2174/1874372200802010035","title":"Editorial - Is there Risk when Prescribing Isotretinoin to Pilots: Might the Use of Isotretinoin Rule Out a Career in Flying?","year":2008,"lang":"en","type":"article","venue":"The Open Dermatology Journal","topic":"Acne and Rosacea Treatments and Effects","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Isotretinoin; Civil aviation; Aviation; Aeronautics; Administration (probate law); Food and drug administration; Medicine; Political science; Medical emergency; Engineering; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002313065,0.001380636,0.001797599,0.0009681926,0.001150195,0.002240805,0.00235427,0.01109488,0.01214595],"category_scores_gemma":[0.0161614,0.0005044771,0.001047916,0.0005568126,0.001600526,0.001995652,0.0003160742,0.008424525,0.00949766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009583981,"about_ca_system_score_gemma":0.0006840511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007642126,"about_ca_topic_score_gemma":0.001489991,"domain_scores_codex":[0.9985034,0.0003286429,0.0002962525,0.0002127487,0.0005431873,0.000115722],"domain_scores_gemma":[0.9829988,0.008511198,0.001466725,0.0004285508,0.004839894,0.00175482],"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":[0.0002120417,0.00007509487,0.0005972238,0.0004666897,0.0000456229,0.002270954,0.00002580407,0.00005341477,0.0003140253,0.0002619944,0.985032,0.01064511],"study_design_scores_gemma":[0.0002052078,0.0003263624,0.004699303,0.0009739829,0.000216901,0.007508556,0.0002438651,0.0007692373,0.00119277,0.001545592,0.9822618,0.0000564714],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.001876925,0.006051739,0.0004398068,0.1238169,0.8573352,0.00009969903,0.0002782777,0.0001974888,0.009904041],"genre_scores_gemma":[0.01049242,0.004362051,0.0004285495,0.05390229,0.9159928,0.0000254824,0.0001454053,0.00004132539,0.01460977],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.01214595,"threshold_uncertainty_score":0.04063231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07463169948646864,"score_gpt":0.296197130495647,"score_spread":0.2215654310091784,"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."}}