{"id":"W7064360768","doi":"","title":"520: Breaking New Ground in Maternal Mental Health with Mevi","year":2024,"lang":"en","type":"other","venue":"Internet Archive (Internet Archive)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Context (archaeology); Empathy; Anxiety; Conversation; Health care; Depression (economics)","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000224996,0.0008572775,0.000877069,0.001113394,0.00002546282,0.0003844214,0.001131488,0.00007771043,0.3776184],"category_scores_gemma":[0.000003953337,0.0007283582,0.0002891396,0.0001989627,0.0002598385,0.0000359173,0.001187584,0.001235404,0.003663946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005767956,"about_ca_system_score_gemma":0.0003945015,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4192593,"about_ca_topic_score_gemma":0.1419585,"domain_scores_codex":[0.9958302,0.0002686864,0.0007896473,0.001277609,0.0007536766,0.001080156],"domain_scores_gemma":[0.998377,0.00009989735,0.0003829215,0.0006258846,0.00001532274,0.0004989227],"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":[0.0002184745,0.000151906,0.002448403,0.0002755728,0.0004469112,0.0001144731,0.002701435,0.00000104049,0.00006594593,0.006336385,0.9626139,0.02462553],"study_design_scores_gemma":[0.001440108,0.000500352,0.001078357,0.004844029,0.00003492976,0.00003145654,0.0002642135,0.0007944934,0.00006019268,0.001367272,0.9889143,0.0006703693],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001156872,0.0004621978,0.004303921,0.001270083,0.0005521789,0.001493879,0.0008394807,0.0001739789,0.9897474],"genre_scores_gemma":[0.01451984,0.00005288784,0.001732088,0.0001966698,0.0009700125,0.0001169482,0.0007375337,0.0006096853,0.9810643],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3739545,"threshold_uncertainty_score":0.9995167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01099776481055974,"score_gpt":0.2672121073067031,"score_spread":0.2562143424961434,"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."}}