{"id":"W2161378010","doi":"10.1159/000366504","title":"Depression: Discrete or Continuous?","year":2014,"lang":"en","type":"article","venue":"Psychopathology","topic":"Mental Health Research Topics","field":"Psychology","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Theoretical Astrophysics","funders":"","keywords":"Psychology; Perception; Anxiety; Cognition; Personality; Cognitive psychology; Depression (economics); Clinical psychology; Developmental psychology; Social psychology; Psychiatry; Neuroscience","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":[0.001957418,0.0002642809,0.0007023243,0.001248779,0.0006093247,0.0030444,0.000742895,0.001280283,0.002982467],"category_scores_gemma":[0.008457676,0.000224837,0.0003536327,0.001406215,0.005722967,0.004206422,0.001597215,0.003061332,0.0003892187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001719241,"about_ca_system_score_gemma":0.001239016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001857195,"about_ca_topic_score_gemma":0.002702718,"domain_scores_codex":[0.9988488,0.0004340141,0.0001348972,0.0001878433,0.0002983322,0.00009608874],"domain_scores_gemma":[0.9971784,0.001251745,0.0005269839,0.0001601092,0.0004074136,0.0004753874],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0006833693,0.0002374929,0.1142544,0.003203588,0.0003262292,0.003801074,0.01291344,0.0004072712,0.002386795,0.2706635,0.03447604,0.5566468],"study_design_scores_gemma":[0.0001822153,0.0005349846,0.199472,0.005028965,0.0002626733,0.02046042,0.028105,0.002508598,0.0005768877,0.6619779,0.08072389,0.00016656],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.218279,0.3063834,0.03143939,0.3861538,0.005673763,0.0002429747,0.001042786,0.0001193246,0.05066547],"genre_scores_gemma":[0.9377841,0.04378428,0.004662282,0.008665158,0.002899929,0.00008104782,0.0002509628,0.00001527999,0.001856957],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0030444,"threshold_uncertainty_score":0.012474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05076822405881515,"score_gpt":0.4401188555848243,"score_spread":0.3893506315260091,"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."}}