{"id":"W1992905146","doi":"10.3138/physio.60.2.117","title":"Self-Assessment: The Disconnect between Research and Rhetoric","year":2008,"lang":"en","type":"article","venue":"Physiotherapy Canada","topic":"Occupational Therapy Practice and Research","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Self-assessment; Computer science; Rhetoric; Clinical Practice; Selection (genetic algorithm); Medicine; Medical education; Process management; Psychology; Applied psychology; Physical therapy; Pedagogy; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.1385482,0.0005274967,0.001430078,0.006267719,0.004229993,0.01284303,0.002909022,0.004519878,0.001970548],"category_scores_gemma":[0.2042988,0.000400114,0.0004589943,0.004563488,0.0709185,0.01603352,0.006897015,0.009584864,0.0007240098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01009943,"about_ca_system_score_gemma":0.01945749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01127184,"about_ca_topic_score_gemma":0.00885029,"domain_scores_codex":[0.8901368,0.08092881,0.004053481,0.004667697,0.0191523,0.001060865],"domain_scores_gemma":[0.5474536,0.3985258,0.009555064,0.0134788,0.0272862,0.003700556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008947852,0.00009443769,0.007039689,0.002995412,0.00006965909,0.0001492595,0.06424987,0.0003017257,0.000233645,0.6529866,0.02748515,0.2443052],"study_design_scores_gemma":[0.00004939052,0.0001415399,0.01064113,0.02727758,0.00006422483,0.0008722881,0.06125914,0.001345631,0.0006453308,0.6875085,0.2100535,0.0001416716],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02153617,0.1886235,0.04292444,0.6543951,0.006737777,0.0001401024,0.0001375671,0.0001750928,0.08533026],"genre_scores_gemma":[0.8271391,0.07031818,0.02298483,0.0686707,0.006011848,0.0004431468,0.0001129735,0.0002081842,0.004111073],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1385482,"threshold_uncertainty_score":0.7327217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1543370396644106,"score_gpt":0.5220288805455969,"score_spread":0.3676918408811863,"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."}}