{"id":"W2950458888","doi":"","title":"Development of a Video-Based Coding Tool: Autism Behavioural Change Observational Measure (ABCOM) to Monitor Response to Intervention in School-Age Children with Autism","year":2018,"lang":"en","type":"article","venue":"INSAR 2018 Annual Meeting","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Autism; Observational study; Intervention (counseling); Psychology; Coding (social sciences); Developmental psychology; Measure (data warehouse); Medicine; Computer science; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001703066,0.0002553034,0.0002819249,0.0006066043,0.0002888911,0.0000891135,0.0005494793,0.0001071688,0.00006588728],"category_scores_gemma":[0.001375364,0.0002478246,0.00005750861,0.001024272,0.0001301481,0.0004493265,0.0003151506,0.0002982352,0.000166647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003789494,"about_ca_system_score_gemma":0.0002271556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007913031,"about_ca_topic_score_gemma":0.001367248,"domain_scores_codex":[0.9966782,0.000435563,0.0006113088,0.0006400918,0.0009967232,0.0006380523],"domain_scores_gemma":[0.9990034,0.0001643221,0.000192569,0.0003474694,0.00006822306,0.0002239903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.006175324,0.001037862,0.4317168,0.00009464601,0.00004259872,0.0001032707,0.02736728,0.00008685144,0.5102646,0.001487314,0.0003714915,0.02125196],"study_design_scores_gemma":[0.001147522,0.000579609,0.9157441,0.0008116854,0.000006347097,0.000006910311,0.0001639489,0.0001669882,0.08072284,0.00005205129,0.0002888404,0.0003091904],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938037,0.00001806252,0.0009471287,0.003672482,0.0001710981,0.001147744,0.00007443917,0.00009024685,0.00007507747],"genre_scores_gemma":[0.9871403,5.036979e-7,0.01198942,0.0004230327,0.00006241094,0.000213566,0.000009059614,0.00004985958,0.000111864],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4840273,"threshold_uncertainty_score":0.9999974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1060993897570032,"score_gpt":0.3362369941685174,"score_spread":0.2301376044115143,"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."}}