{"id":"W2188070812","doi":"10.1139/jpn.0602","title":"Ecological momentary assessment: what it is and why it is a method of the future in clinical psychopharmacology","year":2006,"lang":"en","type":"article","venue":"Journal of Psychiatry and Neuroscience","topic":"Mental Health Research Topics","field":"Psychology","cited_by":452,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill-Queen's University Press","funders":"","keywords":"Mood; Psychopharmacology; Strengths and weaknesses; Psychology; Personality; Clinical psychology; Psychiatry; Social psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.002432992,0.0001304051,0.0003314555,0.0001404997,0.0001467842,0.00004694502,0.0004538547,0.0001521957,0.0004140506],"category_scores_gemma":[0.00002516195,0.00008490838,0.0001124852,0.0004033254,0.0004155768,0.0003139204,0.00012643,0.0009855059,0.000001122641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002560948,"about_ca_system_score_gemma":0.0001640409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002036324,"about_ca_topic_score_gemma":0.00007692195,"domain_scores_codex":[0.9968929,0.001057067,0.000956233,0.0003507553,0.0004014343,0.0003416591],"domain_scores_gemma":[0.9987221,0.0003126488,0.0005305776,0.0002058692,0.00004990142,0.000178936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007291882,0.002515068,0.6873064,0.0001307346,0.00001962854,0.0000771798,0.0005201508,0.000005935802,0.002398881,0.002499949,0.2882087,0.01558816],"study_design_scores_gemma":[0.002377713,0.001563783,0.9217819,0.00007167115,0.00002351947,0.0005007702,0.0009889237,0.0001425141,0.00005136536,0.004513327,0.06788868,0.00009581853],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7649612,0.00168906,0.0001299695,0.2233398,0.008907546,0.0002520836,0.000009395156,0.000002314886,0.0007085968],"genre_scores_gemma":[0.6796954,0.01183176,0.01027137,0.2951199,0.002024562,0.00001782899,4.637682e-7,0.00002339267,0.001015305],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2344755,"threshold_uncertainty_score":0.4533564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.071022976389163,"score_gpt":0.5079570984090387,"score_spread":0.4369341220198757,"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."}}