{"id":"W2968786780","doi":"10.1111/bdi.12479","title":"Rapid Communications","year":2017,"lang":"en","type":"article","venue":"Bipolar Disorders","topic":"Adolescent and Pediatric Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Psychology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001502689,0.001115768,0.0006683554,0.002319843,0.00144297,0.004968262,0.002028236,0.003358469,0.8356655],"category_scores_gemma":[0.007489199,0.0004813955,0.0005772361,0.001602035,0.0009053524,0.002454277,0.004176304,0.002050406,0.741159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001235803,"about_ca_system_score_gemma":0.002408713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00226239,"about_ca_topic_score_gemma":0.002491042,"domain_scores_codex":[0.9979478,0.000293406,0.0001089279,0.0004270131,0.0009776356,0.0002451712],"domain_scores_gemma":[0.99571,0.0006885389,0.0002538646,0.0006262546,0.001749,0.0009722338],"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":[0.00008310482,0.00004444116,0.0004027828,0.000290173,0.000006586328,0.0001935195,0.0000585015,0.00007666261,0.0008064857,0.004370469,0.8362606,0.1574067],"study_design_scores_gemma":[0.00001059457,0.00002074207,0.000282272,0.00009035456,0.000001716888,0.0001016519,0.00002878233,0.00003544523,0.0001653679,0.0004963581,0.9987615,0.000005162986],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001170255,0.003346703,0.002334683,0.01305139,0.01789726,0.0003613499,0.007624249,0.003215962,0.9509981],"genre_scores_gemma":[0.005079375,0.002608884,0.001003477,0.002744638,0.003638526,0.0001184635,0.003421997,0.0005459019,0.9808388],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8356655,"threshold_uncertainty_score":0.2344032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1439110014786533,"score_gpt":0.4665813865035366,"score_spread":0.3226703850248832,"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."}}