{"id":"W4289433206","doi":"10.2196/35206","title":"Transdiagnostic Psychopathology in a Help-Seeking Population of an Early Recognition Center for Mental Disorders: Protocol for an Experience Sampling Study","year":2022,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Mental Health Research Topics","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychopathology; Psychosocial; Population; Psychology; Clinical psychology; Experience sampling method; Mental health; Psychiatry; Medicine; Social psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03011044,0.002972735,0.003513097,0.00281463,0.003673474,0.002049498,0.003611211,0.003173903,0.04351962],"category_scores_gemma":[0.0265951,0.002395467,0.002685159,0.002453602,0.001536315,0.001608697,0.002898448,0.003012119,0.009162213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004291125,"about_ca_system_score_gemma":0.01261089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004185619,"about_ca_topic_score_gemma":0.006351301,"domain_scores_codex":[0.9845226,0.01028024,0.001980325,0.0009956106,0.001217097,0.001004213],"domain_scores_gemma":[0.98349,0.004300686,0.001580242,0.003068183,0.006171873,0.001388961],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.1455441,0.08950029,0.03326858,0.04558386,0.001759526,0.008531534,0.02471343,0.0191795,0.01853877,0.02927886,0.2553741,0.3287275],"study_design_scores_gemma":[0.1284731,0.08134814,0.1265647,0.01791612,0.0009511752,0.00164346,0.01782181,0.01728388,0.007086711,0.01688563,0.5828881,0.001137226],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.002256026,0.0000499328,0.002570607,0.00007690995,0.00006056274,0.9933981,0.001065462,0.00002736955,0.0004950117],"genre_scores_gemma":[0.0007198643,0.00003900951,0.002025686,0.00004459685,0.00001006964,0.9967909,0.0001937808,0.000001975329,0.0001740682],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.04351962,"threshold_uncertainty_score":0.1592412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6490002863398607,"score_gpt":0.6921621143626906,"score_spread":0.04316182802282986,"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."}}