{"id":"W2968786780","doi":"10.1111/bdi.12479","title":"Rapid Communications","year":2017,"lang":"en","type":"article","venue":"Bipolar Disorders","topic":"Adolescent and Pediatric Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004218155,0.00009717018,0.0001351723,0.00005115183,0.005070134,0.00001665693,0.0009569241,0.0001624906,0.0005936012],"category_scores_gemma":[0.0003673799,0.00009024933,0.0000601348,0.00004912594,0.0001483709,0.000148385,0.0003685512,0.000575269,0.001584761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003950678,"about_ca_system_score_gemma":0.0002235071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00132865,"about_ca_topic_score_gemma":0.004236022,"domain_scores_codex":[0.9987817,0.000291332,0.0002566114,0.0001522395,0.0001251911,0.0003928788],"domain_scores_gemma":[0.9974434,0.000175834,0.0002386093,0.00193504,0.00006338245,0.0001437445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008267564,0.00003444776,0.7513943,0.00007482776,0.000007378735,1.907191e-7,0.0009801167,3.195481e-8,0.000003894295,0.003424967,0.02344444,0.2206272],"study_design_scores_gemma":[0.0002974322,0.00001023125,0.308291,0.00002261362,0.000007094123,5.805668e-8,0.0005149052,0.00003289468,2.276207e-7,0.0004719395,0.6902778,0.00007379904],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1181011,0.1898294,0.0016543,0.3190126,0.009284492,0.006286948,0.0003705622,0.001292795,0.3541678],"genre_scores_gemma":[0.9289727,0.0650937,0.0005635515,0.001354679,0.0003972677,0.00007255733,0.00004944361,0.00003101227,0.003465103],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8108716,"threshold_uncertainty_score":0.9991926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1439110014786533,"score_gpt":0.4665813865035366,"score_spread":0.3226703850248832,"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."}}