{"id":"W4411150506","doi":"10.1016/j.jmir.2025.101948","title":"To Ring or Not To Ring","year":2025,"lang":"en","type":"article","venue":"Journal of medical imaging and radiation sciences","topic":"Cancer survivorship and care","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Nova Scotia Health Authority","funders":"","keywords":"Ring (chemistry); Chemistry","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":[0.004849108,0.0002918727,0.0003882502,0.0005238408,0.002332913,0.003354992,0.0009942334,0.002887343,0.08211622],"category_scores_gemma":[0.05032614,0.0002041755,0.0006685925,0.0003289704,0.002745236,0.003634291,0.002555448,0.003612594,0.04391797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007832122,"about_ca_system_score_gemma":0.003370214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001106654,"about_ca_topic_score_gemma":0.002905665,"domain_scores_codex":[0.9945658,0.002040672,0.0003612752,0.0004688361,0.001358463,0.001204891],"domain_scores_gemma":[0.98386,0.003377345,0.001795116,0.002484334,0.003761877,0.004721152],"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":[0.0002397081,0.000158285,0.004022262,0.0002359423,0.00003872026,0.0002792957,0.001364449,0.000147994,0.001179776,0.04293777,0.815115,0.1342809],"study_design_scores_gemma":[0.00005802138,0.0001496492,0.002264949,0.0003050203,0.00002915635,0.001372344,0.003046667,0.0002613156,0.001195179,0.02139729,0.9698443,0.00007604035],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03711145,0.003140349,0.01547618,0.2666284,0.05552244,0.0004196709,0.0008192633,0.001773686,0.6191086],"genre_scores_gemma":[0.3554746,0.004463234,0.01826115,0.1961465,0.01648345,0.0007386351,0.0006870531,0.001281237,0.4064641],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08211622,"threshold_uncertainty_score":0.2747061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02481378370789856,"score_gpt":0.3814796053846225,"score_spread":0.3566658216767239,"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."}}