{"id":"W2771710498","doi":"10.1136/bmj.j5560","title":"The science behind “man flu”","year":2017,"lang":"en","type":"article","venue":"BMJ","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Memorial University of Newfoundland","funders":"","keywords":"Data science; Computer science; World Wide Web; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01660499,0.00052097,0.0007701904,0.001556807,0.003529333,0.004451352,0.001311935,0.01160717,0.01528978],"category_scores_gemma":[0.04316674,0.0003470012,0.0007582917,0.00115404,0.01637781,0.01117522,0.003056212,0.01206098,0.00291409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002337852,"about_ca_system_score_gemma":0.005458488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01411215,"about_ca_topic_score_gemma":0.01939604,"domain_scores_codex":[0.9926444,0.004896791,0.0002716725,0.0006057424,0.0008952972,0.0006860273],"domain_scores_gemma":[0.9588035,0.0323243,0.001777184,0.001645449,0.003371313,0.002078163],"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":[0.0003316584,0.00006568969,0.009452308,0.0009294348,0.0002668641,0.0003658276,0.005220329,0.00007662629,0.0004253018,0.2668932,0.6518316,0.06414119],"study_design_scores_gemma":[0.00014137,0.0001298252,0.01080613,0.002849381,0.0001457413,0.0004928146,0.01285024,0.0001399943,0.0003771254,0.2845452,0.6874427,0.00007953275],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002384342,0.03393767,0.0004341656,0.9384927,0.01222536,0.00001043966,0.00017535,0.00001466523,0.01232541],"genre_scores_gemma":[0.06460191,0.0224588,0.0007426608,0.8815311,0.01985451,0.00008124234,0.0001575427,0.00005167575,0.01052061],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01660499,"threshold_uncertainty_score":0.08781666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.180183687192964,"score_gpt":0.4995646834555085,"score_spread":0.3193809962625445,"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."}}