{"id":"W4282963428","doi":"10.2196/32912","title":"Popular and Scientific Discourse on Autism: Representational Cross-Cultural Analysis of Epistemic Communities to Inform Policy and Practice","year":2022,"lang":"en","type":"article","venue":"Journal of Medical Internet Research","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine","funders":"Compute Canada","keywords":"Autism; Autism spectrum disorder; Psychology; Social media; Population; Neuropsychology; Scientific literature; Data science; Computer science; Developmental psychology; Sociology; Psychiatry; Cognition; World Wide Web","routes":{"ca_aff":true,"ca_fund":true,"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":["sts"],"consensus_categories":[],"category_scores_codex":[0.03295852,0.0004816715,0.0004848773,0.01901046,0.006462152,0.01250454,0.001522149,0.00211994,0.003060776],"category_scores_gemma":[0.07473034,0.0004397195,0.0005412878,0.01343943,0.02168232,0.01673084,0.01283262,0.001933703,0.0002359038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006981621,"about_ca_system_score_gemma":0.006073085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008253671,"about_ca_topic_score_gemma":0.006541077,"domain_scores_codex":[0.9708351,0.02260648,0.001508694,0.001469325,0.002377702,0.001202606],"domain_scores_gemma":[0.8756508,0.1021069,0.008965965,0.006498366,0.005135049,0.001642813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008599059,0.00003019682,0.01534866,0.0004711779,0.0000533833,0.0005048225,0.9107885,0.0001632503,0.0008732588,0.05176156,0.001035598,0.01888363],"study_design_scores_gemma":[0.00001164382,0.00002894844,0.01898632,0.0007813359,0.00004335666,0.0002342509,0.920487,0.0009190391,0.0005766616,0.02906555,0.0288189,0.00004697872],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9090803,0.004255417,0.01738807,0.02301648,0.0002570506,0.0002425196,0.0009152487,0.00008295271,0.04476189],"genre_scores_gemma":[0.9950611,0.0008600738,0.002911096,0.000324872,0.00004752236,0.00009595461,0.0002036028,0.00003632851,0.0004592621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9935378,"threshold_uncertainty_score":0.1743034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.155619294983828,"score_gpt":0.535954695763644,"score_spread":0.380335400779816,"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."}}