{"id":"W2791616557","doi":"10.1097/j.pain.0000000000001180","title":"Perceived diagnostic uncertainty in pediatric chronic pain","year":2018,"lang":"en","type":"review","venue":"Pain","topic":"Pediatric Pain Management Techniques","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Kingdom; Pediatric psychology; Library science; Psychology; Family medicine; Medicine; Psychiatry","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":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.01811812,0.0007317539,0.002265972,0.001310532,0.00006086123,0.0000359387,0.0005527366,0.0006201328,0.0003153589],"category_scores_gemma":[0.02150559,0.0006348318,0.0006259776,0.001534125,0.0001041822,0.00005953734,0.000207483,0.0009083873,0.0004900981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001675445,"about_ca_system_score_gemma":0.0008891516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001055633,"about_ca_topic_score_gemma":0.00009022255,"domain_scores_codex":[0.9911054,0.005425792,0.00114479,0.0009568789,0.000520888,0.0008462775],"domain_scores_gemma":[0.9883193,0.009877338,0.0004403405,0.001056758,0.00007447846,0.0002317383],"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":[0.000004323242,0.0001495546,0.002641456,0.05005122,0.00006989391,0.0003071299,0.00003312982,6.545426e-7,4.22402e-8,0.000009746553,0.07532517,0.8714077],"study_design_scores_gemma":[0.0003597983,0.0003981319,0.001064556,0.01171076,0.0016453,0.0000106355,0.000009585317,0.0004897969,9.828582e-9,0.0001110819,0.9835864,0.0006139106],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001139297,0.9914399,0.002380684,0.00009865675,0.0001554193,0.003451554,0.00001614649,0.0005312958,0.001914959],"genre_scores_gemma":[0.0001690943,0.9930511,0.0005624144,0.0004575789,0.003368551,0.001104253,0.0003883419,0.0001425333,0.0007561932],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9082612,"threshold_uncertainty_score":0.9996103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03169392365795226,"score_gpt":0.3278772471868847,"score_spread":0.2961833235289324,"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."}}