{"id":"W6959033227","doi":"10.6084/m9.figshare.c.3665929_d2.v1","title":"Additional file 1: of Is treatment-resistant schizophrenia categorically distinct from treatment-responsive schizophrenia? a systematic review","year":2017,"lang":"en","type":"article","venue":"Figshare","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quality assessment; Listing (finance); Quality (philosophy); Schizophrenia (object-oriented programming); Appendix; Sample (material); Data quality","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.007019945,0.00213501,0.004260288,0.01360296,0.001168406,0.00266079,0.002431091,0.001813399,0.7885229],"category_scores_gemma":[0.08032259,0.001288249,0.003942943,0.01776274,0.0007120452,0.006267915,0.00255461,0.001162843,0.03161112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005360135,"about_ca_system_score_gemma":0.009613065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009866137,"about_ca_topic_score_gemma":0.02498024,"domain_scores_codex":[0.9969829,0.0007093377,0.001289577,0.0003974249,0.0003918826,0.000228934],"domain_scores_gemma":[0.916463,0.06661419,0.009580137,0.00128594,0.005285533,0.0007711186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009112545,0.00004394697,0.001049719,0.7714024,0.0006143165,0.0001317338,0.0003405963,0.0003674133,0.000216269,0.001938817,0.2073254,0.01565816],"study_design_scores_gemma":[0.01343961,0.0005908348,0.02131981,0.5391107,0.006465978,0.0009292261,0.001717034,0.001459819,0.0007732982,0.01039575,0.4034434,0.0003546419],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.0006035208,0.002243619,0.0005996054,0.00106743,0.0001558186,0.006178129,0.9865523,0.0002567259,0.002342825],"genre_scores_gemma":[0.03333178,0.02071657,0.03482316,0.007830967,0.0009656411,0.2339786,0.6202485,0.00129587,0.046809],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2114771,"threshold_uncertainty_score":0.3016464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04797260895650323,"score_gpt":0.3117121816431047,"score_spread":0.2637395726866014,"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."}}