{"id":"W1988168171","doi":"10.1002/mpr.276","title":"Computerized ambulatory monitoring in psychiatry: a multi‐site collaborative study of acceptability, compliance, and reactivity","year":2009,"lang":"en","type":"article","venue":"International Journal of Methods in Psychiatric Research","topic":"Mental Health Research Topics","field":"Psychology","cited_by":121,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"National Institute of Mental Health; University of California, San Diego; U.S. Department of Veterans Affairs","keywords":"Ambulatory; Anxiety; Schizophrenia (object-oriented programming); Psychiatry; Compliance (psychology); Psychology; Medicine; Clinical psychology; Internal medicine; Social psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.01490766,0.0001701104,0.0005816895,0.002367621,0.0000674795,0.00005959611,0.000910659,0.0001431951,0.00007951504],"category_scores_gemma":[0.0006665305,0.000159659,0.00007497107,0.001785336,0.0001537793,0.0002344512,0.000207344,0.00175592,0.000003104173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004365099,"about_ca_system_score_gemma":0.0003804284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005892515,"about_ca_topic_score_gemma":0.0001906781,"domain_scores_codex":[0.9901875,0.006097549,0.001483725,0.0004135391,0.001346957,0.0004707097],"domain_scores_gemma":[0.9962107,0.00153309,0.0005691074,0.000354563,0.001138174,0.0001943775],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002379908,0.004708816,0.800644,0.00004473791,0.00007874244,0.00006891809,0.004581868,0.00002663153,0.0006686571,0.0004976824,0.0001417207,0.1861584],"study_design_scores_gemma":[0.007091454,0.001822027,0.9818643,0.0001429507,0.000005226077,0.00004202317,0.00559032,0.0003097289,0.00005998323,0.00277812,0.0001902961,0.0001036199],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893687,0.002100905,0.001976024,0.001192298,0.003565695,0.0008947988,0.000008656069,0.000005848188,0.0008870998],"genre_scores_gemma":[0.8014278,0.0002945173,0.1978493,0.00002546803,0.0003442433,0.00001840581,5.254702e-7,0.00001183353,0.00002785204],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1958733,"threshold_uncertainty_score":0.7628694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3179765634079396,"score_gpt":0.6542550681274678,"score_spread":0.3362785047195282,"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."}}