{"id":"W2106723914","doi":"10.1017/s031716710001711x","title":"The Case for Neurological Registry Best Practice Guidelines in Canada","year":2013,"lang":"en","type":"review","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotchkiss Brain Institute; University of Calgary","funders":"","keywords":"Medicine; Action (physics); Physical medicine and rehabilitation; Computer science; Medical physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.01461234,0.0007418038,0.002060536,0.0008113126,0.003495985,0.001120403,0.00270832,0.0004822137,0.00009609567],"category_scores_gemma":[0.1205143,0.0003985865,0.0007432321,0.001806911,0.004487847,0.001118564,0.000145395,0.003777718,0.000005301428],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001298026,"about_ca_system_score_gemma":0.06256874,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5598437,"about_ca_topic_score_gemma":0.9855566,"domain_scores_codex":[0.9880967,0.002682116,0.005026438,0.0009673468,0.00114966,0.002077784],"domain_scores_gemma":[0.9736741,0.01548977,0.004727191,0.0004358867,0.002984196,0.002688888],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001797817,0.00005994754,0.008325276,0.0002921921,0.00007572392,0.1047334,0.00003699781,0.0003509013,1.165731e-7,0.0002622647,0.0237812,0.8619022],"study_design_scores_gemma":[0.0003112795,0.02577879,0.0001149388,0.0004207684,0.0004396543,0.3149884,0.0005442697,0.0005262405,1.152523e-7,0.0008579169,0.6557295,0.0002881875],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.08341419,0.8686589,0.00001957417,0.04289421,0.002756384,0.00162526,0.00006771601,0.00001257394,0.0005512114],"genre_scores_gemma":[0.006088499,0.9723973,0.007724348,0.01233158,0.00126696,0.00006018278,0.000002808723,0.00004736681,0.00008101382],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.861614,"threshold_uncertainty_score":0.9999166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.358458510626178,"score_gpt":0.4949410459756149,"score_spread":0.1364825353494369,"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."}}