{"id":"W6885896373","doi":"10.1371/journal.pone.0248534.s002","title":"Newcastle-Ottawa quality assessment scale for cohort studies.","year":2021,"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); Cohort; Quality (philosophy); Quality assessment; 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":[0.02852143,0.0005860204,0.002375225,0.003751766,0.001181357,0.001232146,0.002490643,0.0007972243,0.009550203],"category_scores_gemma":[0.07560745,0.0006660199,0.005525189,0.004885176,0.0007188014,0.001669368,0.002140107,0.002884133,0.001088023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00363081,"about_ca_system_score_gemma":0.006570011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03066073,"about_ca_topic_score_gemma":0.07044377,"domain_scores_codex":[0.9781498,0.007592981,0.007794484,0.001265364,0.00455303,0.0006443504],"domain_scores_gemma":[0.8939987,0.04447748,0.02761286,0.006174893,0.02442126,0.003314828],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004653127,0.0006540329,0.5735193,0.02336401,0.01035519,0.0001753145,0.001499252,0.001854558,0.0005802395,0.004736687,0.2352695,0.1433387],"study_design_scores_gemma":[0.001722617,0.0007868019,0.9062793,0.004219204,0.002271403,0.000235648,0.0007846528,0.001187976,0.0004108214,0.002681819,0.07911874,0.0003009845],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"methods","genre_scores_codex":[0.1250829,0.07042362,0.05361563,0.008371065,0.0029045,0.02826584,0.6667647,0.001424957,0.04314675],"genre_scores_gemma":[0.5592943,0.02209033,0.09517069,0.002847618,0.0004355783,0.06618024,0.2419833,0.0004400305,0.01155796],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9714786,"threshold_uncertainty_score":0.1508375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4991147145257356,"score_gpt":0.594325347858297,"score_spread":0.09521063333256141,"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."}}