{"id":"W2954683893","doi":"10.2196/13898","title":"The Internet-Based Cognitive Assessment Tool: System Design and Feasibility Study","year":2019,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"H. Lundbeck A/S; Lundbeckfonden; European Commission","keywords":"The Internet; Cognition; Computer science; Psychology; World Wide Web; Neuroscience","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002650102,0.0001302083,0.0002235002,0.00009998897,0.0002462448,0.0001021984,0.00009924248,0.00004611263,0.00003926902],"category_scores_gemma":[0.00004739345,0.00007219477,0.00005019849,0.000222504,0.0001616454,0.0001139776,0.0001208352,0.0004469713,0.0001657112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003781142,"about_ca_system_score_gemma":0.0002367577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006374857,"about_ca_topic_score_gemma":0.00002461874,"domain_scores_codex":[0.9974434,0.0009832844,0.0002232978,0.000255019,0.0007412932,0.0003537386],"domain_scores_gemma":[0.9980423,0.001104295,0.00004520682,0.0003087752,0.0003961443,0.0001032306],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002089712,0.003214292,0.9628155,0.0005085394,0.0004787056,0.00001777417,0.007966434,0.00000132942,0.00005646993,0.001163912,0.0003235969,0.02136377],"study_design_scores_gemma":[0.005437612,0.006324376,0.9557495,0.0002071323,0.00003681658,0.00001037263,0.02540521,0.006165127,0.0003500812,0.00004723632,0.0001806066,0.0000858924],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9853411,0.000378675,0.001807155,0.0002421213,0.00005502533,0.006927759,0.000008806318,0.00004101829,0.00519839],"genre_scores_gemma":[0.9987654,0.00001053956,0.0000875655,0.00001209922,0.00001140651,0.0006875379,0.00001078669,0.00001276897,0.0004018828],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02127788,"threshold_uncertainty_score":0.2944017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09569175776249435,"score_gpt":0.4502306167097935,"score_spread":0.3545388589472991,"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."}}