{"id":"W6960892620","doi":"10.1371/journal.pntd.0004495.t003","title":"Assessment of study quality of non-randomized studies using the Newcastle-Ottawa Scale (NOS).","year":2016,"lang":"en","type":"dataset","venue":"Figshare","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quality (philosophy); Scale (ratio); Measure (data warehouse); Data quality; Quality assessment","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":[0.03716731,0.001979064,0.006393514,0.0099596,0.0009923696,0.003562534,0.004283963,0.002664368,0.09300932],"category_scores_gemma":[0.2186127,0.001155427,0.01038796,0.01041873,0.001379586,0.003228812,0.003196808,0.002867078,0.008181395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004748195,"about_ca_system_score_gemma":0.009708527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0105155,"about_ca_topic_score_gemma":0.02568706,"domain_scores_codex":[0.9405416,0.01342938,0.03108638,0.006632079,0.007204631,0.001105943],"domain_scores_gemma":[0.7441512,0.1548845,0.05075004,0.02014524,0.0277113,0.002357671],"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":[0.003155419,0.0000917205,0.01050049,0.4225448,0.01650032,0.0001144109,0.0005874534,0.001466043,0.0008813515,0.004380037,0.5109897,0.02878824],"study_design_scores_gemma":[0.02542063,0.0005308376,0.0675359,0.206745,0.02651249,0.0002906153,0.0005595494,0.003576817,0.001945538,0.02152706,0.644728,0.0006276037],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0009857488,0.003400548,0.003034035,0.0006905154,0.0001689505,0.008276354,0.9806412,0.0004609393,0.002341732],"genre_scores_gemma":[0.04338906,0.004735306,0.04875177,0.003220486,0.0003029218,0.2294993,0.6593429,0.001660839,0.009097482],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.9628327,"threshold_uncertainty_score":0.3111472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1928306099463192,"score_gpt":0.4803703641252612,"score_spread":0.287539754178942,"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."}}