{"id":"W2324506524","doi":"10.1097/dss.0000000000000273","title":"You Want to Inject What?","year":2014,"lang":"en","type":"review","venue":"Dermatologic Surgery","topic":"Botulinum Toxin and Related Neurological Disorders","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Botulinum toxin; Medicine; Modality (human–computer interaction); Surgery; Computer science; Artificial intelligence","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":[0.000469856,0.0004743385,0.0004965127,0.0008447237,0.0004074754,0.0008916126,0.0004638147,0.001247906,0.0265818],"category_scores_gemma":[0.001870741,0.0001242989,0.0003622943,0.0006653829,0.0007109135,0.001730038,0.0006966707,0.00123067,0.01436577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002975934,"about_ca_system_score_gemma":0.0007137576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000568777,"about_ca_topic_score_gemma":0.000818731,"domain_scores_codex":[0.9996346,0.0001089552,0.00004547432,0.00005478527,0.0001126764,0.00004338387],"domain_scores_gemma":[0.9996347,0.0001654896,0.00008392989,0.000009679567,0.00006174978,0.00004451268],"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":[0.00007130192,0.00009776219,0.001140066,0.008830192,0.00004448576,0.0029626,0.0005955564,0.00007262125,0.001011472,0.005798688,0.166348,0.8130273],"study_design_scores_gemma":[0.000008532142,0.00003769314,0.0008641892,0.007268094,0.0000212118,0.01982834,0.0004989833,0.00002907261,0.0002486357,0.001756126,0.9694226,0.00001640292],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001780024,0.9088816,0.00172654,0.01893749,0.005619898,0.00005849841,0.0001612709,0.00009243007,0.06274234],"genre_scores_gemma":[0.01683506,0.9182287,0.001610066,0.02224245,0.004921474,0.00005087758,0.0002228566,0.000028679,0.03585984],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0265818,"threshold_uncertainty_score":0.08892494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08201900673167095,"score_gpt":0.3496443392118114,"score_spread":0.2676253324801404,"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."}}