{"id":"W2113381327","doi":"10.1111/j.1399-5618.2010.00862.x","title":"A much needed BALANCE","year":2010,"lang":"en","type":"letter","venue":"Bipolar Disorders","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Balance (ability); Psychology; Physical medicine and rehabilitation; Neuroscience; 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":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0001049686,0.0007081412,0.0008213706,0.0003288343,0.0001753521,0.00005853459,0.000322353,0.002781577,0.00106472],"category_scores_gemma":[0.0000691154,0.0006180751,0.0005623857,0.0003276106,0.0002132827,0.00007648305,0.00008866583,0.005708577,0.0009185537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000901773,"about_ca_system_score_gemma":0.0002810962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001067151,"about_ca_topic_score_gemma":0.0009110648,"domain_scores_codex":[0.9972183,0.00006887515,0.0004040066,0.0008149184,0.0006475065,0.0008463943],"domain_scores_gemma":[0.9982741,0.00007957257,0.0001759941,0.001195045,0.0000864664,0.0001887773],"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":[0.00004329552,0.0002876568,0.02291021,0.000361787,0.0004886136,0.00008106782,0.0001400419,6.044596e-8,0.0001833231,0.00002679419,0.9144576,0.06101953],"study_design_scores_gemma":[0.001930371,0.0002280242,0.006859181,0.00009135411,0.0005816636,0.0001087494,0.00004574009,0.00001793714,0.00008101689,0.0003287831,0.9891484,0.0005788278],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001016051,0.09613943,0.00009634141,0.8910672,0.001190384,0.001426136,0.0001896359,0.0004378499,0.008436947],"genre_scores_gemma":[0.004981122,0.02684494,0.001451046,0.937156,0.004100613,0.0003537047,0.004190649,0.0004975569,0.02042436],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07469073,"threshold_uncertainty_score":0.9998593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009476171576759371,"score_gpt":0.2414938488834308,"score_spread":0.2320176773066715,"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."}}