{"id":"W2144107861","doi":"10.1093/schbul/sbu099","title":"Towards a Psychosis Risk Blood Diagnostic for Persons Experiencing High-Risk Symptoms: Preliminary Results From the NAPLS Project","year":2014,"lang":"en","type":"article","venue":"Schizophrenia Bulletin","topic":"Tryptophan and brain disorders","field":"Neuroscience","cited_by":238,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Brain Institute; University of Calgary","funders":"National Institute of Mental Health","keywords":"Prodrome; Psychosis; Medicine; Internal medicine; Psychology; Psychiatry; Clinical psychology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007085888,0.0004612127,0.0003849088,0.0001119957,0.001020526,0.0002334267,0.001045107,0.0001876671,0.0001443715],"category_scores_gemma":[0.02330501,0.0003350617,0.0002994806,0.0004053742,0.00032921,0.00008764779,0.0001977409,0.0005272457,0.0001667764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003141049,"about_ca_system_score_gemma":0.00009564361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002567136,"about_ca_topic_score_gemma":0.0001409352,"domain_scores_codex":[0.9960726,0.0008185137,0.000550041,0.001313168,0.000512677,0.0007329935],"domain_scores_gemma":[0.9892783,0.009021266,0.0004352662,0.001059199,0.00005377237,0.0001521889],"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":[0.04076345,0.003222313,0.003354297,0.0001754988,0.0005569197,0.00007362789,0.07176764,0.0005150447,0.02415155,0.006733661,0.5269833,0.3217028],"study_design_scores_gemma":[0.08508092,0.01391177,0.08306516,0.001517738,0.001826098,0.0001040867,0.0125905,0.005378947,0.2552442,0.01607104,0.5194023,0.005807274],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891064,0.000300728,0.0008993146,0.004375381,0.0007615369,0.001583457,0.002097732,0.0003457094,0.0005298068],"genre_scores_gemma":[0.9921095,0.0002936324,0.004468273,0.001190934,0.0007175958,0.0008724935,0.00004456605,0.00008591326,0.0002170667],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3158955,"threshold_uncertainty_score":0.9999101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01465781441700094,"score_gpt":0.2434265354076448,"score_spread":0.2287687209906439,"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."}}