{"id":"W3205591891","doi":"10.1177/12034754211051234","title":"Real-World Experience of Vismodegib in Advanced Basal Cell Carcinoma at a Canadian Cancer Center","year":2021,"lang":"en","type":"article","venue":"Journal of Cutaneous Medicine and Surgery","topic":"Hedgehog Signaling Pathway Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Vismodegib; Medicine; Basal cell carcinoma; Radiation therapy; Adverse effect; Internal medicine; Single Center; Cancer; Oncology; Surgery; Gastroenterology; Basal cell","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001760463,0.0001104324,0.0003857564,0.0001658963,0.00003623437,0.000002870024,0.00006045247,0.00005390103,0.00004109111],"category_scores_gemma":[0.0001654347,0.00009065207,0.0000727668,0.0001332888,0.00009917745,0.00000368814,0.00003318025,0.00009421683,1.799094e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006027766,"about_ca_system_score_gemma":0.0005145142,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006593805,"about_ca_topic_score_gemma":0.06293466,"domain_scores_codex":[0.9989741,0.00005765233,0.0004432467,0.0001490381,0.0001601404,0.0002158124],"domain_scores_gemma":[0.9992076,0.00009109013,0.0001986064,0.0001186348,0.0002080173,0.0001760396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002459841,0.00004745854,0.487868,0.00008875069,0.00003813373,0.003651168,0.001825764,0.00007915759,0.4977809,0.000001611773,0.006823401,0.0015496],"study_design_scores_gemma":[0.002545605,0.0007235782,0.06382492,0.001386414,0.0000959697,0.003454589,0.005297516,0.0000769114,0.8298741,0.00004465887,0.09205592,0.0006198055],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916728,0.006280007,0.000004698605,0.0006900136,0.0003083926,0.00003214399,0.000009081091,7.450511e-7,0.001002098],"genre_scores_gemma":[0.9939311,0.004676985,0.00005932929,0.0005696523,0.0002023276,0.000002064786,0.000006148872,0.00001137891,0.0005410168],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4240431,"threshold_uncertainty_score":0.9967904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02049572807840791,"score_gpt":0.2754409342351269,"score_spread":0.254945206156719,"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."}}