{"id":"W4390200549","doi":"10.1002/alz.077986","title":"#FTDQuickQuestions: An FTD Disorders Registry (FTDDR) Monthly Engagement Survey to Gather Real‐time Insights to Inform Research","year":2023,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Health, Environment, Cognitive Aging","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Respondent; Polling; Psychology; Medicine; Family medicine; Medical education; Computer science; Political science","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":[0.005725713,0.0003610046,0.0002768735,0.0003525409,0.000924518,0.0001461674,0.0008779645,0.0001438965,0.002916273],"category_scores_gemma":[0.0004805584,0.0003769516,0.00005987121,0.002530208,0.000256502,0.0006779995,0.001283473,0.0004956527,0.03157254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001661557,"about_ca_system_score_gemma":0.00007231977,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01105354,"about_ca_topic_score_gemma":0.008652314,"domain_scores_codex":[0.9941945,0.001190507,0.0006045778,0.001249487,0.001429372,0.001331567],"domain_scores_gemma":[0.9972583,0.0003787836,0.0001105904,0.001334142,0.0000543011,0.0008638843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003952411,0.001671544,0.2540096,0.00003320964,0.00396755,0.0001387071,0.03668109,0.01551506,0.02261273,0.0007453802,0.2393111,0.4249187],"study_design_scores_gemma":[0.0003454309,0.0004046879,0.7715048,0.00003321022,0.0002860353,6.373178e-7,0.0006464825,0.0007199789,0.001361848,0.0005140217,0.2236012,0.0005816395],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9596021,0.0005482261,0.0002215161,0.002701927,0.0002597638,0.002841478,0.00008261042,0.0003826612,0.03335977],"genre_scores_gemma":[0.9949693,0.0002485149,0.002003619,0.001243134,0.00007564777,0.0005485399,0.0002804543,0.0001001368,0.000530671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5174952,"threshold_uncertainty_score":0.9998682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0939045317421056,"score_gpt":0.3629725850209892,"score_spread":0.2690680532788836,"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."}}