{"id":"W4406131319","doi":"10.2196/66213","title":"Applications of Indocyanine Green in Breast Cancer for Sentinel Lymph Node Mapping: Protocol for a Scoping Review","year":2025,"lang":"en","type":"review","venue":"JMIRx Med","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Breast cancer; Sentinel lymph node; Context (archaeology); Indocyanine green; Medical physics; MEDLINE; Protocol (science); Cancer; Surgery; Pathology; Internal medicine; Alternative medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04460271,0.004143112,0.009608277,0.01943163,0.00339515,0.006323733,0.004756715,0.005472375,0.05790171],"category_scores_gemma":[0.04405495,0.002837006,0.01362685,0.01536437,0.003177474,0.006097993,0.006335435,0.004193682,0.008486571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01111412,"about_ca_system_score_gemma":0.05123523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005871322,"about_ca_topic_score_gemma":0.01278658,"domain_scores_codex":[0.9816309,0.005673384,0.007749395,0.001354958,0.002619923,0.0009714429],"domain_scores_gemma":[0.9722587,0.009564957,0.005706333,0.001867099,0.009493644,0.001109276],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002201169,0.0002856222,0.0008671791,0.8707963,0.001063152,0.0008682677,0.002106222,0.0009642802,0.003100558,0.004060608,0.03137774,0.08230893],"study_design_scores_gemma":[0.003259782,0.001120702,0.004308858,0.6215138,0.004142309,0.0009572743,0.001916196,0.0005097882,0.00168589,0.004663221,0.3556638,0.0002582594],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0006855702,0.009087377,0.002198522,0.0008279053,0.0005032963,0.9789671,0.005517771,0.0001211069,0.002091329],"genre_scores_gemma":[0.0005880093,0.009807845,0.007634617,0.0004369547,0.00006299944,0.978387,0.00180273,0.0000170544,0.001262712],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.05790171,"threshold_uncertainty_score":0.2358845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04415165172609854,"score_gpt":0.4157794777877782,"score_spread":0.3716278260616797,"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."}}