{"id":"W2915720066","doi":"10.4088/pcc.18r02324","title":"Psychotropic Medication Monitoring","year":2019,"lang":"en","type":"review","venue":"The Primary Care Companion For CNS Disorders","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychotropic medication; Medicine; Psychotropic drug; Identification (biology); Data extraction; MEDLINE; Psychiatry; Mental health; Drug; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001784243,0.0003502433,0.001134812,0.0001108373,0.0001572889,0.00003037604,0.000365804,0.0001874093,0.00005094607],"category_scores_gemma":[0.00005866426,0.0002153029,0.0007400225,0.0001890543,0.00007161038,0.00008983661,0.00008175039,0.0005679683,0.0001614593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003000401,"about_ca_system_score_gemma":0.000272135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009079249,"about_ca_topic_score_gemma":0.000001145866,"domain_scores_codex":[0.9983401,0.0001318739,0.0004901836,0.0003679439,0.0003643347,0.0003055141],"domain_scores_gemma":[0.9982081,0.0005951464,0.0003639591,0.0006415042,0.00007335223,0.0001179149],"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":[0.00004676217,0.00006960723,0.0003673263,0.03711195,0.0002094243,2.565854e-7,0.0001444164,8.721069e-7,2.929731e-7,0.0001295129,0.0009535457,0.9609661],"study_design_scores_gemma":[0.0008117165,0.0001381513,0.0002502351,0.003968526,0.002900292,0.000008342183,0.0001376884,0.00002936922,2.516223e-7,0.00005048869,0.9914817,0.0002231912],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001779243,0.9868481,0.0004698042,0.0005157653,0.002400325,0.003486636,0.00004825282,0.00008595913,0.006127352],"genre_scores_gemma":[0.0002285997,0.9970423,0.0002805486,0.0002965266,0.0003916097,0.0002520811,0.00103698,0.00007483103,0.0003965235],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9905282,"threshold_uncertainty_score":0.8779796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2118372579008577,"score_gpt":0.4552818049240501,"score_spread":0.2434445470231924,"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."}}