{"id":"W4288682740","doi":"10.4088/jcp.22lr14503","title":"A Mirror-Image Trial or Smoke and Mirrors? Phase 3b Study on Digital Aripiprazole","year":2022,"lang":"en","type":"letter","venue":"The Journal of Clinical Psychiatry","topic":"Pharmaceutical studies and practices","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Aripiprazole; Medicine; Antipsychotic; Randomization; Randomized controlled trial; Population; Psychiatry; Clinical trial; Prospective cohort study; Schizophrenia (object-oriented programming); Pediatrics; Psychology; Surgery; Internal 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005144355,0.0004905213,0.001738995,0.0002564242,0.0009369673,0.001478648,0.001073349,0.007264538,0.006007285],"category_scores_gemma":[0.01398728,0.0002566668,0.0006876414,0.0003498206,0.0007521119,0.001101078,0.0003327943,0.006785534,0.00273921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00105405,"about_ca_system_score_gemma":0.001603756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001092755,"about_ca_topic_score_gemma":0.00263297,"domain_scores_codex":[0.9980299,0.001241368,0.0001716722,0.000140295,0.0002906567,0.0001260755],"domain_scores_gemma":[0.9936823,0.00409414,0.0005164625,0.0001417115,0.0009556767,0.0006096609],"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":[0.01509446,0.0006491491,0.002226824,0.0009161588,0.0004824662,0.003885303,0.0001819069,0.0001549953,0.0009398597,0.001718383,0.9228207,0.05092974],"study_design_scores_gemma":[0.07234654,0.01128159,0.01178331,0.002848496,0.002814141,0.008827092,0.0007590005,0.005415857,0.003870757,0.0124102,0.8673906,0.0002524506],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01737276,0.0129852,0.0003542448,0.9171417,0.0429805,0.0002754127,0.001021816,0.0001465662,0.007721714],"genre_scores_gemma":[0.1028037,0.007960021,0.001043529,0.7951888,0.0785969,0.0005300588,0.0003557632,0.00007811309,0.01344308],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.007264538,"threshold_uncertainty_score":0.0272063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.403129088815296,"score_gpt":0.5613980056923719,"score_spread":0.1582689168770758,"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."}}