{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006284111,0.001032353,0.0008282725,0.0009736921,0.0007916658,0.002699262,0.001313209,0.002302408,0.7115179],"category_scores_gemma":[0.002559247,0.0003274878,0.000619474,0.0008077429,0.0002187222,0.00111809,0.001142814,0.002458303,0.5829857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008214978,"about_ca_system_score_gemma":0.001389803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002104207,"about_ca_topic_score_gemma":0.003107788,"domain_scores_codex":[0.9994996,0.00005377711,0.00004370572,0.00009926684,0.0002405819,0.0000630683],"domain_scores_gemma":[0.9983626,0.0001458177,0.00007195139,0.00006706423,0.0007996194,0.0005528468],"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":[0.00007827856,0.00003307759,0.00007734659,0.0001305233,0.000004327269,0.00008544025,0.000003983647,0.00002367367,0.000156347,0.0002798108,0.9382632,0.0608639],"study_design_scores_gemma":[0.0000266193,0.00002865095,0.0003844681,0.0001923552,0.000003610689,0.0001542509,0.00001505229,0.00004587225,0.0000605501,0.0002104934,0.998874,0.000004087532],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008038353,0.009336091,0.001165107,0.01136216,0.07993402,0.0003593524,0.00502896,0.001040487,0.89097],"genre_scores_gemma":[0.003221156,0.008624591,0.0008622473,0.004990614,0.02267635,0.0002518438,0.003997745,0.0003451682,0.9550304],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2884821,"threshold_uncertainty_score":0.4114847,"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."}}