{"id":"W6945608862","doi":"10.25384/sage.c.5890622.v1","title":"Effectiveness of using calligraphic activity to treat people with schizophrenia: a randomized controlled trial in Southern Taiwan","year":2022,"lang":"en","type":"other","venue":"Sage Journals Data","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Mood; Cognition; Visual analogue scale; Schizophrenia (object-oriented programming); Quality of life (healthcare); Calligraphy","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003019205,0.0003176138,0.001947522,0.0002562226,0.00008500412,0.00005173886,0.0007360739,0.0001359163,0.250795],"category_scores_gemma":[0.000283903,0.0002218789,0.0002231803,0.0006553335,0.0001426511,0.0001086725,0.000605562,0.0003560519,0.00005217408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004080616,"about_ca_system_score_gemma":0.00005473816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00654286,"about_ca_topic_score_gemma":0.0145714,"domain_scores_codex":[0.9965193,0.001575384,0.0004229705,0.0005048955,0.0006745984,0.0003028604],"domain_scores_gemma":[0.9980947,0.0003213556,0.0006315869,0.0008132271,0.000007201054,0.000131961],"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":[0.99406,0.0003952409,0.001238454,0.00006191411,0.0002000805,0.00003209028,0.0001677586,0.00004658808,0.001369896,0.000001356874,0.001695308,0.000731355],"study_design_scores_gemma":[0.9960604,0.0001301174,0.0008907693,0.0006659753,0.0003634192,0.00001435395,0.0006413994,0.00008499244,0.00002083741,0.00001233698,0.0007888478,0.0003265341],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9257813,0.003201681,0.0009622155,0.0001482062,0.0003920216,0.0117597,0.01226507,0.00007085393,0.04541895],"genre_scores_gemma":[0.9579662,0.004620922,0.0004432416,0.0001279818,0.0004714652,0.002098183,0.001606735,0.001008755,0.03165651],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2507429,"threshold_uncertainty_score":0.9890891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02904646281441561,"score_gpt":0.2888577394551177,"score_spread":0.2598112766407021,"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."}}