{"id":"W2313223015","doi":"10.3357/asem.3363.2012","title":"Major Depression and Fitness to Fly by Different Aviation Authorities","year":2012,"lang":"en","type":"article","venue":"Aviation Space and Environmental Medicine","topic":"Spaceflight effects on biology","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Aviation; Depression (economics); Antidepressant; Aeronautics; Aviation medicine; Psychology; Medicine; Psychiatry; Engineering","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":[0.0003186937,0.0001100906,0.0001775715,0.0003877854,0.0005121224,0.0004980913,0.0001914525,0.0005062418,0.003292364],"category_scores_gemma":[0.001944376,0.00006903962,0.0002807854,0.0003639948,0.0003001624,0.0002374595,0.000455884,0.0005244518,0.0002390016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005532364,"about_ca_system_score_gemma":0.0002501519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01300238,"about_ca_topic_score_gemma":0.02703611,"domain_scores_codex":[0.9996606,0.0001186974,0.0000315632,0.00003905978,0.00006819198,0.00008186254],"domain_scores_gemma":[0.9989793,0.00009511203,0.0004516184,0.00003354951,0.0001032776,0.0003372664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002842025,0.0001322745,0.9764118,0.00003690437,0.0001741532,0.0005108906,0.0002597041,0.0000753955,0.0003619519,0.000272828,0.001152351,0.02032759],"study_design_scores_gemma":[0.000005256633,0.00007167702,0.99867,0.00002084763,0.00001940866,0.0003304361,0.0002344406,0.0000468452,0.00001720094,0.00007724234,0.0005033038,0.000003327642],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893072,0.003268064,0.00006520842,0.001512959,0.00004008354,0.0000109318,0.0001805189,0.000004355301,0.005610664],"genre_scores_gemma":[0.9981294,0.0008407256,0.00003888022,0.0001883419,0.00002733025,0.000002741984,0.00009566262,8.027363e-7,0.0006760849],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01300238,"threshold_uncertainty_score":0.0258534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007552877839746737,"score_gpt":0.247273427056512,"score_spread":0.2397205492167652,"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."}}