{"id":"W4251301691","doi":"10.21203/rs.3.rs-45945/v2","title":"Fear response-based prediction for stress susceptibility to PTSD-like phenotypes","year":2020,"lang":"en","type":"preprint","venue":"Research Square","topic":"Stress Responses and Cortisol","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children","funders":"","keywords":"Phenotype; Psychology; Stress (linguistics); Clinical psychology; Genetics; Biology; Gene; Philosophy","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":[0.000689909,0.0004441538,0.000220668,0.0009252932,0.00009428577,0.0002781654,0.0002194751,0.0002206394,0.001304053],"category_scores_gemma":[0.001981916,0.0000861977,0.0002806725,0.0002542519,0.0002895976,0.0001950148,0.0003407997,0.0004431409,0.0001358292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002071471,"about_ca_system_score_gemma":0.0001479665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006396329,"about_ca_topic_score_gemma":0.0005552677,"domain_scores_codex":[0.9997767,0.00009658944,0.00001640228,0.00006035127,0.00003036135,0.00001959603],"domain_scores_gemma":[0.9986981,0.0005504297,0.000469538,0.0000997005,0.0000797153,0.0001024631],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001042362,0.0004486471,0.8090593,0.000112139,0.0002397707,0.00014639,0.0001392657,0.01871559,0.1368752,0.001651289,0.0002843204,0.0312857],"study_design_scores_gemma":[0.0000132362,0.0008203243,0.8765236,0.00002386669,0.00007486213,0.0003990521,0.0001552797,0.1010842,0.0171505,0.003500791,0.0002149127,0.00003930875],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9751682,0.0000849848,0.02348763,0.00003166278,0.000005349596,0.00003117746,0.0004484205,0.000131275,0.0006113428],"genre_scores_gemma":[0.9959329,0.00002467785,0.003732325,0.000007056346,0.000002312768,0.00002041078,0.0001665027,0.00000827671,0.0001056435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001304053,"threshold_uncertainty_score":0.004362524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1489450466149431,"score_gpt":0.4206083280641292,"score_spread":0.2716632814491862,"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."}}