{"id":"W3201550276","doi":"10.1136/bmjopen-2021-050433","title":"PLAN-e-PSY, a mobile application to improve case management and patient’s functioning in first episode psychosis: protocol for an open-label, multicentre, superiority, randomised controlled trial","year":2021,"lang":"en","type":"article","venue":"BMJ Open","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Medicine; Randomized controlled trial; Population; Protocol (science); Psychiatry; Clinical trial; Physical therapy; Alternative medicine; Surgery","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":[0.02388116,0.005902986,0.00906796,0.002130552,0.002576916,0.004800417,0.003440011,0.006622729,0.08380943],"category_scores_gemma":[0.024361,0.002666489,0.00489347,0.002287572,0.003584897,0.003354084,0.002100494,0.007239649,0.01514344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004839862,"about_ca_system_score_gemma":0.01208412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002268087,"about_ca_topic_score_gemma":0.004941321,"domain_scores_codex":[0.9874675,0.007343408,0.001215607,0.001128725,0.00148167,0.001363071],"domain_scores_gemma":[0.9919729,0.00230129,0.001861103,0.001054581,0.00155174,0.001258432],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.896063,0.01266095,0.0004553565,0.03143799,0.001984878,0.0002110677,0.0005215017,0.001633075,0.002170705,0.003696755,0.01887409,0.03029075],"study_design_scores_gemma":[0.9526805,0.01925128,0.00119485,0.00291079,0.0007586514,0.00004862734,0.0001244583,0.001076853,0.0005215264,0.001679255,0.01967267,0.00008063193],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.002818725,0.0003674226,0.0009396928,0.0002003926,0.0002839203,0.993407,0.001082634,0.00009800586,0.0008021743],"genre_scores_gemma":[0.002088692,0.0001501633,0.001046117,0.0001053586,0.00003520505,0.9960027,0.0001356325,0.000005513592,0.000430562],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.08380943,"threshold_uncertainty_score":0.2803705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07679787007183579,"score_gpt":0.4320848912521751,"score_spread":0.3552870211803393,"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."}}