{"id":"W3013474277","doi":"10.1080/09638288.2020.1743776","title":"Assessing the environmental quality of an adapted, play-based LEGO <sup>®</sup> robotics program to achieve optimal outcomes for children with disabilities","year":2020,"lang":"en","type":"article","venue":"Disability and Rehabilitation","topic":"Cerebral Palsy and Movement Disorders","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; Holland Bloorview Kids Rehabilitation Hospital","funders":"","keywords":"Robotics; Affordance; Artificial intelligence; Rehabilitation; Psychology; Quality (philosophy); Educational robotics; Computer science; Human–computer interaction; Medical education; Robot; Medicine","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":[0.001377234,0.0004665776,0.0003282242,0.0006841547,0.0005787073,0.0006279363,0.0005798946,0.0002427417,0.001406725],"category_scores_gemma":[0.003256771,0.0001475878,0.0005408801,0.0004172694,0.0004369996,0.0004591781,0.001510265,0.0003769588,0.0001544629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001050471,"about_ca_system_score_gemma":0.00164215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004426282,"about_ca_topic_score_gemma":0.0199962,"domain_scores_codex":[0.9985,0.0004707208,0.0001152985,0.0001321495,0.0004698041,0.0003119617],"domain_scores_gemma":[0.9988973,0.0001135304,0.000364643,0.00005053911,0.0002231505,0.0003508461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004687861,0.004473278,0.7515684,0.001012082,0.000200715,0.0006334409,0.006206494,0.002214314,0.007249908,0.0003393476,0.001781459,0.2238517],"study_design_scores_gemma":[0.00002806978,0.001204221,0.9890934,0.0001727833,0.00004588617,0.0002402036,0.003653663,0.0004390534,0.002132711,0.0001241706,0.002843843,0.00002198944],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967723,0.0001603301,0.001027648,0.00008574189,0.000006972059,0.0001830954,0.0001130267,0.00002689836,0.00162383],"genre_scores_gemma":[0.9921543,0.0002885452,0.006381664,0.00004757576,0.000006216666,0.0003631472,0.0001971351,0.00001173788,0.0005496705],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004426282,"threshold_uncertainty_score":0.008801043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03246789493016142,"score_gpt":0.3322427062559153,"score_spread":0.2997748113257539,"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."}}