{"id":"W3173459851","doi":"10.1016/j.jphys.2021.06.017","title":"Correspondence: Re: Scrivener et al","year":2021,"lang":"it","type":"letter","venue":"Journal of physiotherapy","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Physical therapy; Optometry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","insufficient_payload"],"category_scores_codex":[0.1059727,0.001164319,0.01260925,0.001243353,0.0002367563,0.003505016,0.005595686,0.0005969848,0.2067998],"category_scores_gemma":[0.008872353,0.0005730991,0.01312697,0.002485373,0.000200614,0.0008556824,0.0001824495,0.003153984,0.004321947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001864556,"about_ca_system_score_gemma":0.001400666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001304021,"about_ca_topic_score_gemma":0.000005878792,"domain_scores_codex":[0.9261568,0.03369326,0.02020042,0.001445194,0.01786154,0.0006428369],"domain_scores_gemma":[0.9465571,0.007012485,0.03458706,0.005153821,0.006319443,0.000370064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008991874,0.0001824032,0.000301798,0.0001082156,0.002017097,0.0007549374,0.0008454982,0.000176319,0.007542991,0.00006675239,0.9808455,0.007068548],"study_design_scores_gemma":[0.0007864905,0.0003475572,0.0007980893,0.001284537,0.0004810649,0.0003284669,0.0004620219,0.0004726916,0.0001551878,0.001161755,0.9931734,0.0005487946],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01017024,0.033671,0.02099332,0.916333,0.01230249,0.001040232,0.0001141925,0.00000542053,0.005370073],"genre_scores_gemma":[0.001264084,0.006763802,0.007611496,0.8245537,0.00479065,0.00000962812,0.00002331014,0.0001232288,0.1548601],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2024778,"threshold_uncertainty_score":0.9997845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5444656471812819,"score_gpt":0.5414581183776823,"score_spread":0.003007528803599557,"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."}}