{"id":"W1560749181","doi":"","title":"Measuring the parental, service and cost impacts of children with autistic spectrum disorder: a pilot study","year":2003,"lang":"en","type":"preprint","venue":"London School of Economics and Political Science Research Online (London School of Economics and Political Science)","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Autism spectrum disorder; Autism; Autistic spectrum disorder; Psychology; Indirect costs; Developmental psychology; Business","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":[0.001512101,0.0005850602,0.0005836775,0.001109427,0.001383074,0.0008388654,0.0006430626,0.0006988998,0.001221005],"category_scores_gemma":[0.007151502,0.0005105959,0.0009060756,0.001381649,0.001034884,0.0006969247,0.001200439,0.001176098,0.0003940266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00252743,"about_ca_system_score_gemma":0.001594978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05542818,"about_ca_topic_score_gemma":0.05638317,"domain_scores_codex":[0.9988053,0.0004648839,0.0001195123,0.0001464591,0.0002698683,0.0001939426],"domain_scores_gemma":[0.9959734,0.001373326,0.0008988949,0.0003585777,0.0007264517,0.0006693107],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006475698,0.001500417,0.9804534,0.0000443652,0.00004855345,0.000797917,0.004542526,0.0002978591,0.000782672,0.00007543997,0.0002370762,0.0105724],"study_design_scores_gemma":[0.00004299598,0.001825155,0.9905639,0.000009039166,0.00004734988,0.0006875727,0.005862057,0.0001492584,0.0004240901,0.00005418914,0.0003199012,0.00001446391],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995762,0.0000141468,0.00002333032,0.0000149586,0.000001347132,0.00002083095,0.00009862888,0.000001359345,0.0002492408],"genre_scores_gemma":[0.9990242,0.00006426017,0.0002814773,0.00001997758,0.000002449553,0.00009242228,0.0002034249,0.000002509144,0.000309273],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05542818,"threshold_uncertainty_score":0.1102111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07947576459483847,"score_gpt":0.356186959955461,"score_spread":0.2767111953606225,"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."}}