{"id":"W4242912948","doi":"10.1080/17453050802520651","title":"REPORTS","year":2008,"lang":"en","type":"article","venue":"Journal of Visual Communication in Medicine","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003298852,0.00009704634,0.0003891955,0.0005219068,0.00009360159,0.000003727722,0.000393638,0.00005351423,0.0002544585],"category_scores_gemma":[0.001751303,0.00007425058,0.00005200963,0.0005992946,0.0003359168,0.0002715806,0.00007007318,0.0006049601,0.00002998911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001631006,"about_ca_system_score_gemma":0.0001155081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008424593,"about_ca_topic_score_gemma":0.00002661618,"domain_scores_codex":[0.9973701,0.0004026167,0.001370928,0.00007085814,0.0006533528,0.0001321756],"domain_scores_gemma":[0.9970991,0.0003113937,0.001394586,0.0005751138,0.0005095092,0.0001102854],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009540955,0.002831895,0.5381657,0.00005244784,0.0002074464,0.004106733,0.0251557,0.0005261328,0.08790095,0.001806743,0.3322096,0.006082546],"study_design_scores_gemma":[0.004883095,0.001871755,0.8630384,0.001614383,0.00007920281,0.02603496,0.002621887,0.0005375902,0.001642974,0.003013998,0.09436762,0.0002941376],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9863993,0.004842979,0.0001321014,0.003112342,0.0001814959,0.00008577386,2.074865e-7,0.00001835634,0.005227447],"genre_scores_gemma":[0.9962577,0.001504151,0.001633076,0.0002984474,0.0001701422,0.000001882308,0.000004851847,0.00002401546,0.0001057364],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3248726,"threshold_uncertainty_score":0.3027851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07521919328257107,"score_gpt":0.4200371237185858,"score_spread":0.3448179304360147,"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."}}