{"id":"W4403375153","doi":"10.1101/2024.10.11.24315348","title":"The Hydrocephalus Association Patient-Powered Interactive Engagement Registry (HAPPIER): Design and Initial Baseline Report","year":2024,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Cerebrospinal fluid and hydrocephalus","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia; Shared Health","funders":"","keywords":"Baseline (sea); Association (psychology); Hydrocephalus; Psychology; Medicine; Political science; Psychotherapist; Psychiatry","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":[],"consensus_categories":[],"category_scores_codex":[0.0186206,0.0006864344,0.00100299,0.002401453,0.002601142,0.002372127,0.001281095,0.001012072,0.0150165],"category_scores_gemma":[0.03201484,0.00100049,0.0007744462,0.003138092,0.0008600795,0.002662265,0.002856739,0.002115695,0.006982313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003129001,"about_ca_system_score_gemma":0.01103906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007675028,"about_ca_topic_score_gemma":0.009685393,"domain_scores_codex":[0.9898118,0.005361225,0.001578491,0.001117933,0.001352816,0.0007776344],"domain_scores_gemma":[0.9833403,0.003559005,0.003035313,0.00186757,0.006515742,0.001682072],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005475387,0.01004239,0.593437,0.003237895,0.0004253905,0.001233502,0.009857882,0.0009659021,0.0007784851,0.006180161,0.2348848,0.1334811],"study_design_scores_gemma":[0.005609893,0.01317468,0.5674062,0.00418472,0.0006487685,0.002003517,0.02143292,0.002839491,0.001601672,0.004728416,0.3759729,0.000396889],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4292175,0.002194814,0.03097142,0.004864573,0.0005744399,0.3338063,0.1664199,0.0006306486,0.03132037],"genre_scores_gemma":[0.2960394,0.001951357,0.04000591,0.004316265,0.0005394068,0.5871773,0.0625333,0.0002699036,0.007167223],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0186206,"threshold_uncertainty_score":0.09847629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03586469621324387,"score_gpt":0.3030717433327446,"score_spread":0.2672070471195007,"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."}}