{"id":"W4220864210","doi":"10.1186/s41205-022-00136-w","title":"Optical scan and 3D printing guided radiation therapy – an application and provincial experience in cutaneous nasal carcinoma","year":2022,"lang":"en","type":"article","venue":"3D Printing in Medicine","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"CancerCare Manitoba","funders":"","keywords":"Medicine; Imaging phantom; Basal cell carcinoma; Forehead; Nuclear medicine; Nose; Skin cancer; Basal cell; Radiology; Surgery; Cancer; Internal medicine","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":[0.0008430632,0.0001775004,0.0001398545,0.0005398917,0.0007488917,0.0004674182,0.0005714818,0.0002763726,0.002131257],"category_scores_gemma":[0.002453153,0.0002330374,0.0002914762,0.001089632,0.0006213555,0.0003302116,0.0007662253,0.0004288788,0.0004903217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001047623,"about_ca_system_score_gemma":0.001166537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00858607,"about_ca_topic_score_gemma":0.02072806,"domain_scores_codex":[0.9993446,0.0001934284,0.00006943507,0.00009381135,0.0002117788,0.00008682984],"domain_scores_gemma":[0.9991429,0.0002684934,0.0002072632,0.00009966417,0.0001219948,0.0001597294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004677457,0.001782569,0.5864399,0.000503768,0.0000724113,0.02685124,0.02165284,0.002654729,0.02328007,0.0006442253,0.001537432,0.3341131],"study_design_scores_gemma":[0.00006999141,0.007287318,0.6300577,0.0002764428,0.0001594091,0.2843936,0.01534751,0.00383486,0.02018739,0.0006285406,0.03762141,0.0001358161],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943326,0.001291544,0.001034296,0.00017801,0.000008148025,0.00003747995,0.00003226537,0.00001567339,0.003070079],"genre_scores_gemma":[0.9939572,0.002483188,0.001849577,0.0001093363,0.00001540586,0.00001052831,0.0000460415,0.00002259469,0.001506175],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00858607,"threshold_uncertainty_score":0.0170722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01566973260716305,"score_gpt":0.3134740065762993,"score_spread":0.2978042739691362,"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."}}