{"id":"W3135580794","doi":"","title":"Effect of diagnostic score reporting following a structured clinical assessment of dental hygiene student performance.","year":2021,"lang":"en","type":"article","venue":"PubMed","topic":"Innovations in Medical Education","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Calgary","funders":"","keywords":"Intervention (counseling); Weakness; Medicine; Oral hygiene; Objective structured clinical examination; Strengths and weaknesses; Physical therapy; Psychology; Medical education; Dentistry; Nursing; Surgery; Social psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01143936,0.0006278884,0.0005820747,0.0006813259,0.0003626979,0.0007782002,0.0008954774,0.0006181246,0.001752601],"category_scores_gemma":[0.07540376,0.0002710605,0.0004807051,0.0004152989,0.0006045195,0.0005391165,0.001009922,0.000950432,0.0003383305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008053535,"about_ca_system_score_gemma":0.001530922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001203814,"about_ca_topic_score_gemma":0.001787984,"domain_scores_codex":[0.9879023,0.00747822,0.0008946994,0.0005351553,0.002770234,0.0004194962],"domain_scores_gemma":[0.930913,0.0383391,0.01724899,0.002945272,0.004991026,0.005562696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.04195579,0.02967225,0.1821552,0.001235973,0.0004653774,0.0001869799,0.00527782,0.001474165,0.01426623,0.0001468263,0.002881141,0.7202823],"study_design_scores_gemma":[0.003642258,0.2207958,0.7438686,0.0005099935,0.0006828566,0.0003931699,0.002593942,0.003648799,0.02003969,0.0002157297,0.003435396,0.0001737422],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970844,0.0001597202,0.0006982365,0.0002336455,0.00007092117,0.0003586805,0.00003848364,0.00008107382,0.001274751],"genre_scores_gemma":[0.9948313,0.0001407928,0.004034347,0.00006992132,0.00003148656,0.0003077568,0.00006336147,0.00000819342,0.0005128382],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01143936,"threshold_uncertainty_score":0.06049782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03355506921705705,"score_gpt":0.4116145166640289,"score_spread":0.3780594474469719,"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."}}