{"id":"W2002733881","doi":"10.1117/12.428098","title":"<title>Software components for medical image visualization and surgical planning</title>","year":2001,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Computer science; Software; Python (programming language); Visualization; Computer graphics (images); Scripting language; Workstation; Artificial intelligence; Computer hardware; Operating system","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":[0.0008722421,0.001863128,0.000804846,0.001770064,0.000640846,0.002845639,0.002225277,0.001546797,0.2919499],"category_scores_gemma":[0.003120504,0.0006969104,0.0007551223,0.001655533,0.0006766501,0.002452614,0.002179834,0.001191306,0.2998679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008320862,"about_ca_system_score_gemma":0.001193936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001700807,"about_ca_topic_score_gemma":0.001224365,"domain_scores_codex":[0.9991098,0.00008529991,0.00008927462,0.0001334302,0.0004792667,0.0001029062],"domain_scores_gemma":[0.9976518,0.0002733157,0.000138315,0.0003672576,0.001264532,0.0003047923],"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":[0.0003006744,0.00009396766,0.0006991293,0.0006661472,0.00002321488,0.0002855511,0.0000922562,0.00168857,0.01785106,0.007290996,0.6020921,0.3689163],"study_design_scores_gemma":[0.00008248573,0.0001352793,0.001767713,0.0001885841,0.000021408,0.0004596303,0.00002577598,0.007249229,0.02320497,0.003321642,0.9634764,0.00006691904],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.006285993,0.001975094,0.5390432,0.001805921,0.004823209,0.00187193,0.01153513,0.2412927,0.1913667],"genre_scores_gemma":[0.04366284,0.002505667,0.2838578,0.00145784,0.00133188,0.002032833,0.04105191,0.06669521,0.5574042],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.2919499,"threshold_uncertainty_score":0.9766696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01909024968457819,"score_gpt":0.2830368403852341,"score_spread":0.263946590700656,"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."}}