{"id":"W3080575504","doi":"10.1111/bdi.12987","title":"Isn’t the evidence base for pediatric bipolar disorder already sufficient to inform clinical practice?","year":2020,"lang":"en","type":"letter","venue":"Bipolar Disorders","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"National Institute of Mental Health","keywords":"Library science; Medicine","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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001300335,0.001249777,0.001467269,0.0004771598,0.000806801,0.0002186859,0.00106053,0.0011902,0.0003136376],"category_scores_gemma":[0.006354718,0.0008872903,0.001470434,0.001553056,0.0003031928,0.0003930513,0.0004515079,0.00348374,0.001173962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002626137,"about_ca_system_score_gemma":0.001213915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006476627,"about_ca_topic_score_gemma":0.0005681621,"domain_scores_codex":[0.9926944,0.0004484939,0.001739451,0.001796507,0.001801193,0.001519952],"domain_scores_gemma":[0.992317,0.003645972,0.0007377513,0.002075965,0.0005605171,0.0006627811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005661208,0.0009755747,0.05631452,0.0009125658,0.0007995138,0.00005999111,0.0007545287,0.00000912856,0.000001925111,0.00006001311,0.8281981,0.1113481],"study_design_scores_gemma":[0.002382782,0.002853173,0.01170632,0.0001579132,0.004279892,0.00005368004,0.0003636249,0.0001614112,0.000003225438,0.00004878366,0.9770209,0.0009683573],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002594793,0.2471444,0.002564497,0.7415737,0.001274587,0.006219569,0.0004638697,0.0002673138,0.0002326192],"genre_scores_gemma":[0.001121513,0.1215364,0.004029064,0.859851,0.006869304,0.001671407,0.001701946,0.0005044236,0.002714994],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1488228,"threshold_uncertainty_score":0.9996037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05656317121717715,"score_gpt":0.3552455365150655,"score_spread":0.2986823652978883,"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."}}