{"id":"W2340460556","doi":"","title":"Web driven technologies to help the busy cardiothoracic surgical practice and offer hope for the development of similar portals in other specialities with benefit to patients","year":2005,"lang":"en","type":"article","venue":"Technology and Health Care","topic":"Radiology practices and education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Web application; Medicine; Computer science; World Wide Web; Medical education","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":[0.002203204,0.0003909924,0.0002334546,0.001081387,0.0006033173,0.003106358,0.00090989,0.00245777,0.06334218],"category_scores_gemma":[0.01076395,0.0002727942,0.0005143552,0.001013601,0.0003710922,0.004021653,0.001645042,0.001805053,0.02194512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002602787,"about_ca_system_score_gemma":0.0009876362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004509993,"about_ca_topic_score_gemma":0.00134566,"domain_scores_codex":[0.9990603,0.0005284307,0.00006220426,0.0000476353,0.0002333458,0.00006812368],"domain_scores_gemma":[0.9858548,0.007490069,0.0007219858,0.001449702,0.001763094,0.002720409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002521742,0.00184119,0.01170401,0.000470598,0.00006763888,0.0007525859,0.0006849152,0.0007755997,0.00574237,0.01614467,0.3039123,0.657652],"study_design_scores_gemma":[0.0004976224,0.0009580622,0.02408661,0.0008330614,0.0001315843,0.004195663,0.001862235,0.008197273,0.01059434,0.06113833,0.887316,0.0001892211],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09393626,0.008586895,0.3345643,0.1351036,0.007600488,0.001551487,0.00360139,0.02606738,0.3889882],"genre_scores_gemma":[0.296472,0.01199106,0.3996911,0.05905725,0.009190969,0.000973556,0.005301418,0.003376961,0.2139457],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06334218,"threshold_uncertainty_score":0.2119007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02777911733292992,"score_gpt":0.3627435230705994,"score_spread":0.3349644057376695,"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."}}