{"id":"W4306158116","doi":"10.1177/00084174221123721","title":"Rapid Reviews to Support Practice: A Guide for Professional Organization Practice Networks","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Occupational Therapy","topic":"Occupational Therapy Practice and Research","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Systematic review; Process (computing); Clinical Practice; Evidence-based practice; Occupational therapy; Health care; Mechanism (biology); Management science; Knowledge management; Psychology; MEDLINE; Medicine; Medical education; Alternative medicine; Computer science; Nursing; Political science; Engineering; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.009894835,0.0002122323,0.000392634,0.0006268339,0.003072767,0.00005454063,0.0005959015,0.0001411059,0.01062413],"category_scores_gemma":[0.01130839,0.0001836353,0.0001561755,0.0011788,0.00004039975,0.001028469,0.00005611822,0.001280925,0.0001149979],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001096287,"about_ca_system_score_gemma":0.01572535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005848807,"about_ca_topic_score_gemma":0.0004423572,"domain_scores_codex":[0.9941512,0.002712773,0.001405347,0.0002763544,0.0008132365,0.0006410482],"domain_scores_gemma":[0.9882427,0.004299748,0.001614489,0.000294018,0.00473586,0.0008131327],"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":[0.00493253,0.0002534435,0.007784234,0.000030086,0.0002199347,0.0000431931,0.003470014,0.00187313,0.0001793431,0.004566999,0.9434932,0.03315389],"study_design_scores_gemma":[0.001839649,0.001277311,0.006613276,0.00005548926,0.0000354306,0.0001508085,0.003288289,0.00006280572,0.000007706496,0.0001738648,0.9862948,0.0002005672],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.07793295,0.05476572,0.1769811,0.5503988,0.05906564,0.0439865,0.003099243,0.0002251858,0.03354488],"genre_scores_gemma":[0.2795019,0.01679543,0.1295501,0.4902784,0.01989636,0.004289377,0.003111376,0.0007004232,0.05587661],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2015689,"threshold_uncertainty_score":0.9982251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2911056672991534,"score_gpt":0.5488177838965259,"score_spread":0.2577121165973725,"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."}}