{"id":"W1569350550","doi":"10.1161/str.45.suppl_1.wp274","title":"Abstract W P274: Developmental Evaluation Enhances Utility of the Toronto Stroke Networks Virtual Community of Practice","year":2014,"lang":"en","type":"article","venue":"Stroke","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Stroke Network","funders":"","keywords":"Medicine; Competence (human resources); Knowledge translation; Formative assessment; Medical education; Knowledge sharing; Nursing; Knowledge management; Computer science; 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":[0.05916777,0.0007378721,0.0006229301,0.001454426,0.002115967,0.004628927,0.001801224,0.0007618444,0.01119315],"category_scores_gemma":[0.1114144,0.0003479397,0.001108922,0.001394129,0.002033442,0.002503037,0.005340983,0.001129476,0.001117829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01443538,"about_ca_system_score_gemma":0.02341334,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01606827,"about_ca_topic_score_gemma":0.02784641,"domain_scores_codex":[0.9462402,0.03906806,0.002190576,0.00139081,0.009380897,0.001729407],"domain_scores_gemma":[0.9139206,0.04322998,0.005121643,0.004062605,0.02860076,0.00506438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.004976323,0.0151397,0.04456121,0.00870435,0.000314456,0.0006473263,0.06400341,0.004309969,0.003650324,0.01414737,0.043123,0.7964225],"study_design_scores_gemma":[0.009827126,0.08884357,0.3399703,0.01862151,0.001980287,0.0006056502,0.1210443,0.02262465,0.04784672,0.02011972,0.3278681,0.0006480367],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7304465,0.0006197577,0.0261965,0.004242467,0.0004974924,0.1045725,0.004281915,0.0006379886,0.1285049],"genre_scores_gemma":[0.8607608,0.0004787591,0.07567006,0.0005332874,0.00005011157,0.05177106,0.001412969,0.0001204926,0.009202525],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9839317,"threshold_uncertainty_score":0.3129128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02538268642722537,"score_gpt":0.3229812878220706,"score_spread":0.2975986013948453,"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."}}