{"id":"W2909975486","doi":"10.1176/appi.pn.2019.1b6","title":"<i>AJP</i> Editors Select 2018 Favorites","year":2019,"lang":"en","type":"article","venue":"Psychiatric News","topic":"Tryptophan and brain disorders","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Freedman; Psychoanalysis; Medicine; Psychotherapist; Psychiatry; Political science; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007783089,0.0001924374,0.0001798242,0.0001569935,0.0001114087,0.00006902677,0.0004174693,0.00008558788,0.0005754852],"category_scores_gemma":[0.0001087618,0.0001679567,0.000125022,0.0009235374,0.00004425394,0.0001959014,0.00004952334,0.0002045845,0.004522324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002088738,"about_ca_system_score_gemma":0.00006637092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005634894,"about_ca_topic_score_gemma":0.00001553178,"domain_scores_codex":[0.9983963,0.00007517735,0.0002236888,0.0005440086,0.0003284419,0.0004323944],"domain_scores_gemma":[0.9991795,0.0001823852,0.00009552715,0.0004119844,0.00001476698,0.0001158694],"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":[0.00004167778,0.0001996311,0.0171464,0.00003560268,0.000005223646,0.000002608833,0.0001159987,0.00002326782,0.06060687,0.001605108,0.9149923,0.00522532],"study_design_scores_gemma":[0.001406783,0.0002876548,0.003055123,0.00000777088,0.00001031582,0.00001521643,0.0001184615,0.0001420635,0.02660858,0.003083261,0.964765,0.0004997997],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8608145,0.0006440462,0.0001467992,0.003330377,0.02765828,0.0007231419,0.00001935578,0.0004736551,0.1061898],"genre_scores_gemma":[0.9809646,0.000194953,0.0005649441,0.005267269,0.005226992,0.00001713733,0.000003236109,0.00005179571,0.007709045],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1201501,"threshold_uncertainty_score":0.9962528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01109900702202085,"score_gpt":0.2389629110473738,"score_spread":0.227863904025353,"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."}}