{"id":"W3111244151","doi":"10.1093/geroni/igaa057.3406","title":"Social Assistive Robots for Assisting Activity Professionals","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Family and Patient Care in Intensive Care Units","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Bachelor; Medical education; Quarter (Canadian coin); Social engagement; Nursing; Applied psychology; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000875145,0.0004542488,0.0001527413,0.0004486535,0.0007762771,0.0007896154,0.0006071595,0.0004721214,0.01255881],"category_scores_gemma":[0.002598034,0.0001149817,0.0003592603,0.0001952053,0.0004621289,0.0009277614,0.001484973,0.000299069,0.003751425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002701539,"about_ca_system_score_gemma":0.0004705258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004031826,"about_ca_topic_score_gemma":0.0009654362,"domain_scores_codex":[0.9992388,0.000467753,0.00002879279,0.00006084398,0.0001139283,0.00008988779],"domain_scores_gemma":[0.9986161,0.0005275299,0.0001956973,0.00008406863,0.0001943587,0.0003822063],"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":[0.0008785333,0.003329654,0.06768881,0.003661336,0.00006739852,0.002132651,0.02368404,0.001364415,0.02387476,0.004519333,0.06479533,0.8040036],"study_design_scores_gemma":[0.0005273611,0.01162553,0.1746112,0.002643117,0.0002463822,0.007990743,0.06995479,0.0167291,0.0149583,0.009733511,0.6907118,0.0002681242],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8567694,0.002611327,0.04830461,0.004250386,0.0005332381,0.00131288,0.0005874312,0.002597134,0.08303353],"genre_scores_gemma":[0.9398569,0.0009988968,0.03810766,0.0007549506,0.0001389352,0.0008743089,0.0003045365,0.00006459448,0.01889921],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01255881,"threshold_uncertainty_score":0.04201341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2692782082020821,"score_gpt":0.4774859925303849,"score_spread":0.2082077843283028,"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."}}