{"id":"W4252553872","doi":"10.1503/jpn.170136","title":"SSCF/CCNP 2017 graduate studentship for biomedical research in schizophrenia and psychosis","year":2017,"lang":"en","type":"article","venue":"Journal of Psychiatry and Neuroscience","topic":"Biomedical and Engineering Education","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Medicine; Medical education","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008170925,0.00006430041,0.0001041835,0.0002195677,0.0001711295,0.000115682,0.000286575,0.00004587564,0.000001564243],"category_scores_gemma":[0.0001306619,0.00005148005,0.0000201394,0.0001193923,0.0002482323,0.00018593,0.00003007112,0.0002664528,8.03752e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007863699,"about_ca_system_score_gemma":0.00002581408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000415105,"about_ca_topic_score_gemma":0.000006585249,"domain_scores_codex":[0.9992495,0.00001492635,0.0001795096,0.000117169,0.0002519969,0.000186952],"domain_scores_gemma":[0.9995846,0.00003936169,0.0000518924,0.0001279003,0.00002454655,0.0001717236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001005138,0.002848337,0.2720725,0.005672427,0.0001079217,0.0001355425,0.002382848,0.0003597352,0.1849955,0.01832913,0.1949989,0.317092],"study_design_scores_gemma":[0.001540064,0.000505619,0.9713569,0.0004243976,0.00001061374,0.0001577233,0.00008191564,0.007822285,0.00014053,0.006220904,0.01156215,0.0001769286],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881482,0.0006481778,0.00121387,0.005377146,0.004247088,0.00008497065,0.000002469827,0.00001218148,0.0002659023],"genre_scores_gemma":[0.9965228,0.0007853627,0.002302849,0.0000309859,0.0002855776,0.00000379981,8.409307e-8,0.000009632605,0.00005886755],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6992843,"threshold_uncertainty_score":0.2099296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1217948007741576,"score_gpt":0.3944204578851943,"score_spread":0.2726256571110366,"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."}}