{"id":"W4200625211","doi":"10.3389/fpsyg.2021.749710","title":"Interpersonal Physiological Synchrony for Detecting Moments of Connection in Persons With Dementia: A Pilot Study","year":2021,"lang":"en","type":"article","venue":"Frontiers in Psychology","topic":"Action Observation and Synchronization","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Canadian Institutes of Health Research; Alzheimer Society","keywords":"Psychology; Interpersonal communication; Dementia; Concordance; Interpersonal relationship; Cognitive psychology; Developmental psychology; Social psychology; Medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001064682,0.0004066917,0.0003442522,0.0008212966,0.0005966932,0.0004172975,0.0002193048,0.0004576644,0.0008129416],"category_scores_gemma":[0.003637035,0.0001688742,0.0003058941,0.0002443295,0.0004025478,0.0003704655,0.0007319953,0.0004095745,0.0001420144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001725482,"about_ca_system_score_gemma":0.0002374269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001084859,"about_ca_topic_score_gemma":0.002056778,"domain_scores_codex":[0.9996303,0.0001701753,0.00002786248,0.00006387695,0.0000621221,0.00004568551],"domain_scores_gemma":[0.9988494,0.0004317838,0.0001567773,0.00009420054,0.0001936745,0.0002740721],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003528086,0.005785784,0.8172663,0.0004215253,0.000191684,0.002886328,0.02739181,0.0005749572,0.0452581,0.0002163048,0.0004195085,0.09605957],"study_design_scores_gemma":[0.0001403976,0.01057602,0.9754464,0.00002349584,0.00009809558,0.0015697,0.006790387,0.00140628,0.003214478,0.0001708659,0.0005267794,0.00003703983],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991722,0.00002890245,0.0004848799,0.000008421365,0.000003156787,0.00007388104,0.00002583318,0.00000502105,0.0001975794],"genre_scores_gemma":[0.9985451,0.00003489842,0.001187553,0.000009518676,0.000009840838,0.0001041079,0.00002769706,0.0000012537,0.00008007725],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001084859,"threshold_uncertainty_score":0.005630672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06110155277844748,"score_gpt":0.3494512911913286,"score_spread":0.2883497384128811,"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."}}