{"id":"W6904516503","doi":"10.1371/journal.pone.0240631.s007","title":"Results from OLS and QR models for the number of physician consultations for children under 1 year old in the 1<sup>st</sup> Cycle of PMAQ (missing values imputed), Brazil.","year":2020,"lang":"en","type":"article","venue":"Figshare","topic":"Reliability and Agreement in Measurement","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"MEDLINE; Health care; Quarter (Canadian coin); Health services","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":[],"consensus_categories":[],"category_scores_codex":[0.01045197,0.001134474,0.00141553,0.001104616,0.0005894113,0.001506743,0.001991581,0.0009308369,0.01602297],"category_scores_gemma":[0.05181435,0.0007762105,0.003331106,0.001853434,0.000874104,0.001328042,0.001451338,0.00269643,0.002817563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001182849,"about_ca_system_score_gemma":0.004582113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2081891,"about_ca_topic_score_gemma":0.1134094,"domain_scores_codex":[0.9923625,0.005593082,0.0003233273,0.001022259,0.0003402451,0.0003586391],"domain_scores_gemma":[0.9356666,0.05439254,0.00316779,0.002619452,0.003347185,0.0008064164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002442024,0.0007488191,0.705887,0.001547289,0.006617687,0.0006068316,0.004032073,0.06106002,0.0004186597,0.03403052,0.1196408,0.06296825],"study_design_scores_gemma":[0.0007853295,0.001437562,0.6042181,0.001504645,0.005860265,0.0007154865,0.01198857,0.2884914,0.001068623,0.03082287,0.05274047,0.0003666739],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8184039,0.003886685,0.05170831,0.006404508,0.0008301528,0.0005342931,0.1037637,0.002017186,0.01245133],"genre_scores_gemma":[0.9606833,0.0006924159,0.01096258,0.0002456313,0.00009972505,0.0004130407,0.01905193,0.0003318477,0.007519596],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2081891,"threshold_uncertainty_score":0.4139547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1482042693624554,"score_gpt":0.3609513614021848,"score_spread":0.2127470920397294,"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."}}