{"id":"W2232498953","doi":"10.1111/jan.12881","title":"Transforming practice into clinical scholarship","year":2016,"lang":"en","type":"review","venue":"Journal of Advanced Nursing","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Georgian College","funders":"","keywords":"Scholarship; MEDLINE; Medicine; Psychology; Sociology; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0432882,0.0005535497,0.0007839059,0.003011042,0.0058141,0.01982542,0.00253878,0.006502254,0.007345424],"category_scores_gemma":[0.06247808,0.0003934966,0.0005985681,0.00266173,0.05642549,0.01547344,0.02228121,0.007114607,0.002001558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006811867,"about_ca_system_score_gemma":0.02304153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001263392,"about_ca_topic_score_gemma":0.001219968,"domain_scores_codex":[0.9400361,0.04915769,0.001713254,0.002555692,0.005014486,0.001522741],"domain_scores_gemma":[0.9376554,0.03982396,0.003514689,0.007878714,0.005932879,0.005194185],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001531307,0.00006847145,0.0007555087,0.0003757095,0.00000890413,0.0002238194,0.05657951,0.0002323634,0.0002555932,0.8584644,0.008169628,0.07485085],"study_design_scores_gemma":[0.00002418575,0.0000915691,0.0004872513,0.001712478,0.000008483142,0.0003682104,0.03714222,0.000475374,0.0003526227,0.6881403,0.2711746,0.00002265919],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.04010484,0.02109021,0.1350736,0.2736578,0.006168787,0.00064002,0.00007896396,0.0004738678,0.5227121],"genre_scores_gemma":[0.8660607,0.01045232,0.07694005,0.01805356,0.002463649,0.0007578072,0.00008292658,0.0001888692,0.02500013],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.9567118,"threshold_uncertainty_score":0.2289326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4135462751949315,"score_gpt":0.6983476387332866,"score_spread":0.2848013635383552,"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."}}