{"id":"W2577976817","doi":"10.1177/070674371305800610","title":"Underdiagnosis: Which Way to Measure?","year":2013,"lang":"en","type":"letter","venue":"The Canadian Journal of Psychiatry","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Measure (data warehouse); Psychology; Medicine; Computer science; Data mining","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01475468,0.0009137801,0.002635387,0.003770748,0.006464641,0.006628379,0.004306244,0.04234164,0.007770655],"category_scores_gemma":[0.131574,0.000846227,0.001411782,0.002147423,0.006794503,0.0104632,0.003308507,0.03766537,0.004338815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01238916,"about_ca_system_score_gemma":0.02236127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06078419,"about_ca_topic_score_gemma":0.1099367,"domain_scores_codex":[0.9821634,0.007065538,0.003038766,0.001265926,0.004351377,0.002114977],"domain_scores_gemma":[0.8955465,0.03525413,0.01002473,0.002143515,0.04001884,0.01701229],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005839394,0.00008043323,0.01303966,0.000313513,0.00006133434,0.002036472,0.0005143318,0.0001102791,0.00013821,0.006574032,0.9481222,0.02895106],"study_design_scores_gemma":[0.0007428763,0.0002777099,0.0242532,0.01524962,0.0005236731,0.02060961,0.01622576,0.003183157,0.0006988917,0.1310904,0.7864472,0.0006979712],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003800624,0.002286256,0.0001784103,0.990052,0.005450052,0.000007868192,0.00003088505,0.00001063968,0.001603746],"genre_scores_gemma":[0.01801971,0.004760548,0.001675861,0.9344831,0.03875299,0.00005723749,0.0000987926,0.00003765497,0.002114115],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9852453,"threshold_uncertainty_score":0.1208608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02051562791667441,"score_gpt":0.2437354837898426,"score_spread":0.2232198558731682,"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."}}