{"id":"W4255599016","doi":"10.1177/0333102417719590","title":"IHC Posters - Saturday and Sunday","year":2017,"lang":"en","type":"article","venue":"Cephalalgia","topic":"Social and Behavioral Studies","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0002022719,0.00007009385,0.0001068463,0.00001315947,0.002766098,0.0002577398,0.0002113569,0.000068724,0.0001132471],"category_scores_gemma":[0.0001329474,0.00006076642,0.0000371232,0.00002818955,0.0007123912,0.0002091152,0.0001046417,0.00006739122,0.00005648577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002994182,"about_ca_system_score_gemma":0.00002821796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004691518,"about_ca_topic_score_gemma":0.001842511,"domain_scores_codex":[0.9993651,0.00003778313,0.00006544747,0.0001422623,0.0001630735,0.000226344],"domain_scores_gemma":[0.9996363,0.00002856232,0.00006054168,0.0001381374,0.00004137385,0.00009511745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001518855,0.000054851,0.7476993,0.00001230873,0.00003675835,0.0000294434,0.04003975,1.691601e-8,0.0008552519,0.01936658,0.01337265,0.1785179],"study_design_scores_gemma":[0.0001767475,0.00001993092,0.8036397,0.00001182253,0.00002726362,4.895178e-7,0.003544994,1.419563e-7,0.00009264587,0.001783574,0.1905664,0.0001362834],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9258389,0.0003901403,8.895007e-7,0.00500898,0.0009725211,0.0001105617,0.000003945701,0.00005164551,0.06762241],"genre_scores_gemma":[0.9908373,0.000193409,0.00003966205,0.00009968722,0.000273935,0.000005803663,7.174465e-7,0.000005245403,0.008544183],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1783816,"threshold_uncertainty_score":0.9985322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05705529272125765,"score_gpt":0.3794351071154062,"score_spread":0.3223798143941485,"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."}}