{"id":"W6923288776","doi":"10.1371/journal.pone.0289470.s004","title":"Adapted Newcastle-Ottawa Scale used for quality assessment.","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Art Therapy and Mental Health","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Quality (philosophy); Scale (ratio); Measure (data warehouse); Data quality; Data collection","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.010487,0.0007622845,0.001793858,0.004186492,0.001059283,0.001719211,0.002618871,0.0009261448,0.01821026],"category_scores_gemma":[0.05602278,0.0005904889,0.003819193,0.005177345,0.0009996006,0.00329085,0.002630991,0.003919196,0.003415099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004574281,"about_ca_system_score_gemma":0.005576217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03401165,"about_ca_topic_score_gemma":0.08488936,"domain_scores_codex":[0.9816297,0.004371911,0.006317432,0.0009880288,0.005978358,0.000714508],"domain_scores_gemma":[0.9506176,0.01396419,0.007925115,0.002236369,0.02388835,0.001368424],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002446197,0.000780809,0.1369884,0.01998229,0.003345197,0.0005820084,0.004131656,0.002282005,0.00137235,0.005107524,0.5439437,0.2790378],"study_design_scores_gemma":[0.00164222,0.001091652,0.6586726,0.009321859,0.001229993,0.001368205,0.00477579,0.002176974,0.001305031,0.01032562,0.3073525,0.0007373976],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"methods","genre_scores_codex":[0.1081101,0.0572447,0.07349855,0.009910946,0.005325839,0.06377394,0.5563234,0.002322356,0.1234901],"genre_scores_gemma":[0.5214093,0.01773887,0.2051483,0.004744534,0.0003748992,0.08510573,0.1367292,0.0008027885,0.02794641],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.989513,"threshold_uncertainty_score":0.06762737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3286005871520555,"score_gpt":0.4099070254795873,"score_spread":0.08130643832753182,"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."}}