{"id":"W6912490261","doi":"10.5281/zenodo.5109853","title":"Field Research Report on ADD and ADHD: A Critical Analysis","year":2021,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Attention Deficit Hyperactivity Disorder","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"SR Research (Canada)","funders":"","keywords":"Field (mathematics); Field research; Medical prescription; Brain research; Research methodology","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":[0.03284425,0.0007549001,0.00096841,0.02319757,0.002395039,0.002353752,0.001387668,0.001206989,0.005047574],"category_scores_gemma":[0.08705039,0.0004886975,0.001022266,0.00637499,0.002111185,0.002556663,0.0020998,0.001504213,0.0009265207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004452713,"about_ca_system_score_gemma":0.00855169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003733591,"about_ca_topic_score_gemma":0.005657976,"domain_scores_codex":[0.9797485,0.0100409,0.004122639,0.001273615,0.003927882,0.0008863626],"domain_scores_gemma":[0.8077779,0.1132223,0.009923998,0.006344738,0.06063451,0.002096485],"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":[0.003374977,0.0008319137,0.06898062,0.03863531,0.0006424015,0.01380694,0.04627782,0.0002340982,0.01300818,0.01499959,0.156856,0.6423522],"study_design_scores_gemma":[0.0002161675,0.002321085,0.09603622,0.03159123,0.001661074,0.01119427,0.07064711,0.0003272189,0.01060164,0.007861932,0.76729,0.000252113],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2659188,0.4419859,0.02488152,0.1192197,0.03480805,0.02028408,0.007709965,0.0004427051,0.0847494],"genre_scores_gemma":[0.6059726,0.2551489,0.03199578,0.03919392,0.02719105,0.0102535,0.005222263,0.0002851347,0.02473693],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03284425,"threshold_uncertainty_score":0.173699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1126424738820156,"score_gpt":0.3861272206648683,"score_spread":0.2734847467828527,"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."}}