{"id":"W4240595476","doi":"10.9740/mhc.n143087","title":"CPNP Announcements","year":2013,"lang":"en","type":"article","venue":"Mental Health Clinician","topic":"Vagus Nerve Stimulation Research","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business","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":["insufficient_payload"],"category_scores_codex":[0.0004311814,0.00011052,0.0001621536,0.00009319729,0.0004161965,0.0000629472,0.0002747056,0.00004141461,0.00234385],"category_scores_gemma":[0.000223365,0.0001023922,0.0000517365,0.0002882053,0.00009097703,0.0002342049,0.0001168503,0.0002072392,0.006978552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001702935,"about_ca_system_score_gemma":0.0001173404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004188202,"about_ca_topic_score_gemma":0.00003247046,"domain_scores_codex":[0.9977534,0.0002688893,0.0004738765,0.0003920129,0.0005439919,0.0005678274],"domain_scores_gemma":[0.9990685,0.0001671566,0.0001311278,0.0002877568,0.00003327992,0.0003121939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000170269,0.002048576,0.1536525,0.0002595304,0.00001728319,0.00002023299,0.002605209,0.00005974007,0.04711942,0.004606033,0.3744124,0.4150288],"study_design_scores_gemma":[0.007684042,0.004014387,0.3729541,0.000279077,0.000004789666,0.00002554922,0.00111908,0.03157828,0.01869016,0.006983566,0.5554532,0.00121374],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9343436,0.00006694,0.00006871209,0.032523,0.001503808,0.002295052,0.0001080661,0.0001986221,0.02889226],"genre_scores_gemma":[0.9722373,0.00004841739,0.0002910047,0.02181503,0.0001068256,0.00005916475,0.00002125573,0.00001896689,0.005402004],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4138151,"threshold_uncertainty_score":0.9985681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1451549769598561,"score_gpt":0.4536966447153332,"score_spread":0.3085416677554771,"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."}}