{"id":"W4214666217","doi":"10.3390/brainsci12030327","title":"Project Extension for Community Health Outcomes (ECHO) Autism: A Successful Model to Increase Capacity in Community-Based Care","year":2022,"lang":"en","type":"article","venue":"Brain Sciences","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"","keywords":"Autism; Autism spectrum disorder; Flexibility (engineering); Echo (communications protocol); Economic shortage; Health care; Psychology; Medical home; Medical education; Nursing; Medicine; Psychiatry; Family medicine; Computer science; Political science; Computer security; Primary care","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":[0.02547692,0.001124284,0.0004422495,0.001344826,0.005442686,0.004020954,0.003757166,0.001989278,0.01645186],"category_scores_gemma":[0.02885012,0.0005740928,0.001025849,0.001106593,0.004333487,0.005017735,0.02334469,0.00434357,0.002516142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006500435,"about_ca_system_score_gemma":0.04864324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0144305,"about_ca_topic_score_gemma":0.0357933,"domain_scores_codex":[0.9823248,0.01282633,0.0003010369,0.001010492,0.001726573,0.00181078],"domain_scores_gemma":[0.98084,0.005990084,0.0007544198,0.002119652,0.00212741,0.008168343],"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":[0.0007811163,0.006931443,0.02244035,0.001412592,0.000190573,0.0009632174,0.02676219,0.00411828,0.00108617,0.120993,0.1838764,0.6304447],"study_design_scores_gemma":[0.004569414,0.00759728,0.04029247,0.002684246,0.0003046184,0.001365227,0.03587145,0.01096625,0.001973695,0.1482207,0.7457768,0.0003778441],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2871774,0.001494694,0.1552396,0.2224673,0.003706917,0.03208144,0.003014572,0.003985767,0.2908324],"genre_scores_gemma":[0.6414708,0.001553599,0.2506963,0.01635309,0.0005057235,0.03713907,0.001727266,0.0004913289,0.05006284],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02547692,"threshold_uncertainty_score":0.1347364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2235581571464325,"score_gpt":0.4151381091917575,"score_spread":0.1915799520453249,"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."}}