{"id":"W4232330636","doi":"10.1002/pnp.232","title":"Digest","year":2012,"lang":"en","type":"article","venue":"Progress in Neurology and Psychiatry","topic":"Adolescent and Pediatric Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.0004675989,0.0001062787,0.0001587136,0.00008822223,0.0002906866,0.000001802315,0.00008096788,0.0003302912,0.0001138839],"category_scores_gemma":[0.00002118343,0.00009188633,0.00001908502,0.0001366714,0.0000878975,0.00008664611,0.0000633504,0.001005777,0.0001148358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005507697,"about_ca_system_score_gemma":0.00008406222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001279258,"about_ca_topic_score_gemma":0.00007452216,"domain_scores_codex":[0.998341,0.0004688194,0.000284853,0.0001744065,0.00006701121,0.0006639264],"domain_scores_gemma":[0.9994176,0.0001585603,0.00008673871,0.0001471484,0.0000160178,0.0001739116],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001120898,0.00008226104,0.9848745,0.0001864471,0.000002133858,0.00000182064,0.0008943743,2.166145e-8,6.666232e-8,0.006491963,0.003275964,0.004078339],"study_design_scores_gemma":[0.0005223152,0.00006483971,0.9475148,0.00002133006,0.000005319052,0.000006114617,0.0001228115,0.00000409119,6.949244e-8,0.000727448,0.05093084,0.0000800698],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9477223,0.02043018,0.000003666126,0.02256054,0.005009957,0.0003922022,0.000004526221,0.00006493888,0.0038117],"genre_scores_gemma":[0.9901771,0.000416593,0.0001509113,0.007175709,0.001898187,0.00007334264,0.000005431311,0.00001463159,0.0000881009],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04765487,"threshold_uncertainty_score":0.4369657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04491615442366753,"score_gpt":0.4301733565053382,"score_spread":0.3852572020816706,"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."}}