{"id":"W4224073126","doi":"10.9740/mhc.2022.04.089","title":"CPNP 2022 Annual Meeting Poster Abstracts","year":2022,"lang":"en","type":"article","venue":"Mental Health Clinician","topic":"Cancer Research and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Library science; Medicine; Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008858956,0.0001151694,0.0002692624,0.00009959984,0.0005580185,0.000009787292,0.00008496172,0.00002306412,0.001607501],"category_scores_gemma":[0.00002636576,0.0001092189,0.000108513,0.0001672137,0.00003657349,0.00004446374,0.0001701451,0.0004397321,0.0001499288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0010081,"about_ca_system_score_gemma":0.0005475742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001779539,"about_ca_topic_score_gemma":0.0006053663,"domain_scores_codex":[0.9979346,0.0001301184,0.0004765007,0.0003016584,0.0006194746,0.0005376134],"domain_scores_gemma":[0.9990984,0.00006164714,0.0001395743,0.0002325728,0.00002525285,0.0004425569],"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":[0.006542634,0.005542985,0.1324034,0.0006090447,0.0003620031,0.001140619,0.01050764,0.00002550449,0.0002164664,0.00008960995,0.3795634,0.4629968],"study_design_scores_gemma":[0.006730218,0.009138701,0.1303912,0.0001459867,0.00002374387,0.0002790876,0.007840171,0.00003534594,0.0002575182,0.00006285615,0.8448857,0.000209405],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9094502,0.003710041,4.792724e-7,0.06604607,0.001205052,0.001687777,0.001150986,0.00009595964,0.01665345],"genre_scores_gemma":[0.9813741,0.0001950458,0.00009899554,0.01316676,0.0002615289,0.0001156983,0.0004211103,0.00002734507,0.004339426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4653223,"threshold_uncertainty_score":0.9993052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04312977246042494,"score_gpt":0.4265311475466812,"score_spread":0.3834013750862563,"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."}}