{"id":"W6923367555","doi":"10.1371/journal.pone.0283203.s003","title":"Modified Newcastle-Ottawa quality assessment scale and scoring algorithm.","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Scale (ratio); Quality (philosophy); Quality assessment; Measure (data warehouse); 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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02483835,0.0007617003,0.002235238,0.003506401,0.0008402778,0.001603438,0.002622471,0.001027325,0.008872622],"category_scores_gemma":[0.07065649,0.0006426249,0.004568907,0.004529692,0.0007862524,0.001933816,0.002386887,0.002231584,0.001826414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003839836,"about_ca_system_score_gemma":0.008147578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01900021,"about_ca_topic_score_gemma":0.03515182,"domain_scores_codex":[0.9747502,0.009867377,0.007780421,0.001194141,0.005822666,0.0005851753],"domain_scores_gemma":[0.9534261,0.0187159,0.007355051,0.001755867,0.01799094,0.0007561154],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004046516,0.00103692,0.2420461,0.01138567,0.004040556,0.000234183,0.001599025,0.008290712,0.0008238641,0.006684353,0.2525122,0.4673],"study_design_scores_gemma":[0.004857475,0.003175965,0.7576399,0.00999175,0.004035483,0.001787207,0.002372123,0.0337243,0.002840865,0.0187288,0.1598354,0.00101084],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1810448,0.05030396,0.3046643,0.00983526,0.002546664,0.1174729,0.2609781,0.003532681,0.06962138],"genre_scores_gemma":[0.3798581,0.006185015,0.4296938,0.001538178,0.0001167008,0.1048265,0.0672916,0.0003789297,0.01011104],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9751617,"threshold_uncertainty_score":0.1313593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3903817703913445,"score_gpt":0.5279549768915751,"score_spread":0.1375732065002306,"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."}}