{"id":"W1492971299","doi":"10.1002/9781119953128.ch10","title":"Clinical Vignettes for Group or Individual Study","year":2011,"lang":"en","type":"other","venue":"","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Group (periodic table); Psychology; Social psychology; Chemistry","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":[],"consensus_categories":[],"category_scores_codex":[0.002089685,0.000656753,0.0004372448,0.0007799545,0.004414686,0.001114067,0.001206153,0.002649036,0.1058181],"category_scores_gemma":[0.008252656,0.0002934932,0.0003293633,0.001355263,0.0007565331,0.001187053,0.002026322,0.002878729,0.01735781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001817918,"about_ca_system_score_gemma":0.002284559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002147946,"about_ca_topic_score_gemma":0.009990797,"domain_scores_codex":[0.9988226,0.0007765943,0.00005139801,0.00005778216,0.0001650574,0.0001265419],"domain_scores_gemma":[0.9974768,0.001344993,0.0001319726,0.0001262663,0.0003800524,0.0005399758],"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":[0.0001671129,0.001589628,0.00134185,0.0005256085,0.000008873752,0.01304086,0.0179198,0.0002789674,0.0004744618,0.02594085,0.8734492,0.06526281],"study_design_scores_gemma":[0.0001018345,0.0002435918,0.003580677,0.0004412068,0.000006912507,0.009474833,0.03023556,0.000232222,0.0002778991,0.007555264,0.9478156,0.0000343441],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1023471,0.006916181,0.0139622,0.09080978,0.01211565,0.01125323,0.004129265,0.0004877861,0.7579788],"genre_scores_gemma":[0.2993762,0.01482925,0.04937135,0.03229557,0.003910234,0.02769884,0.004916956,0.0003372975,0.5672643],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1058181,"threshold_uncertainty_score":0.353997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4051012956864404,"score_gpt":0.4985169369974214,"score_spread":0.09341564131098096,"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."}}