{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00165208,0.0008442751,0.0003439399,0.00236015,0.002139781,0.004008711,0.001647898,0.002098525,0.5081883],"category_scores_gemma":[0.008810468,0.0003117827,0.0008020703,0.001177294,0.0009398001,0.001354689,0.002168346,0.002138757,0.3094985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001448489,"about_ca_system_score_gemma":0.002980606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00326459,"about_ca_topic_score_gemma":0.003543813,"domain_scores_codex":[0.9978103,0.0002354973,0.0001221002,0.000423009,0.001060457,0.0003487313],"domain_scores_gemma":[0.9948324,0.0005848727,0.0003516903,0.0009954781,0.002166777,0.001068641],"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":[0.0001909678,0.0001907564,0.002675489,0.0002764582,0.00002107915,0.001669417,0.0003721967,0.00004966986,0.001898596,0.01289954,0.8294136,0.1503422],"study_design_scores_gemma":[0.00001458585,0.00002374518,0.0009700344,0.00006986289,0.000008845569,0.0009864361,0.0001783163,0.00002236157,0.0009193846,0.001005815,0.9957932,0.00000744295],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008272233,0.003994206,0.002651057,0.02239038,0.02971019,0.0005306849,0.00530288,0.001297272,0.9258511],"genre_scores_gemma":[0.0269206,0.002708561,0.001063547,0.006345188,0.004057051,0.0002040221,0.004013503,0.0003051661,0.9543824],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4918117,"threshold_uncertainty_score":0,"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."}}