{"id":"W3216801250","doi":"10.1097/yco.0000000000000762","title":"Transitioning to bipolar disorder: A systematic review of prospective high-risk studies","year":2021,"lang":"en","type":"article","venue":"Current Opinion in Psychiatry","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"TRIUMF; University of British Columbia","funders":"","keywords":"Bipolar disorder; Bipolar illness; MEDLINE; Work (physics); Systematic review","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":[],"consensus_categories":[],"category_scores_codex":[0.00832491,0.001483176,0.00801246,0.008122534,0.0006295089,0.002561939,0.001726318,0.001460595,0.005166797],"category_scores_gemma":[0.04597476,0.001154658,0.007523972,0.01142363,0.0008576849,0.001909549,0.001564411,0.001097686,0.0003710887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002531992,"about_ca_system_score_gemma":0.007952856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006637651,"about_ca_topic_score_gemma":0.01996074,"domain_scores_codex":[0.990789,0.002774106,0.004195034,0.0007889767,0.001189106,0.0002637795],"domain_scores_gemma":[0.9535554,0.03464453,0.007918965,0.0007316584,0.002782396,0.0003670599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002171588,0.00001017171,0.001921836,0.9606149,0.01533746,0.0001184542,0.0001495245,0.00006734512,0.0001142426,0.0001296499,0.001317175,0.02000216],"study_design_scores_gemma":[0.0001972503,0.0001455489,0.009974648,0.8427508,0.131877,0.0005847411,0.0002461848,0.00005494903,0.0001640063,0.0002525202,0.01371197,0.00004039006],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001024488,0.9978116,0.0001170314,0.0001634976,0.00008567426,0.0001598513,0.0004609108,0.000006576154,0.0001703955],"genre_scores_gemma":[0.01691174,0.9811523,0.0004742974,0.000456197,0.00008681127,0.0004008049,0.0004322252,0.000007891673,0.00007769913],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00832491,"threshold_uncertainty_score":0.04402685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02460668723296211,"score_gpt":0.3521573827826292,"score_spread":0.3275506955496671,"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."}}