{"id":"W7084399024","doi":"10.5281/zenodo.17251206","title":"CANADA 🇨🇦, AUSTRALIA 🇦🇺,UK 🇬🇧 WORK VISAS AVAILABLE CALL OR WHATSAPP MR PETER OBENDE ON ☎(08143870581).","year":2025,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"AI in cancer detection","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Work (physics); Confidentiality","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005021995,0.0009871442,0.0006621699,0.001099081,0.003819905,0.003841009,0.0009032084,0.002530118,0.7979679],"category_scores_gemma":[0.001296857,0.0005110662,0.0005507759,0.001553929,0.0008943237,0.001275063,0.001279357,0.001321552,0.6429061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004566008,"about_ca_system_score_gemma":0.009374231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2960276,"about_ca_topic_score_gemma":0.5849341,"domain_scores_codex":[0.9993537,0.00002262461,0.00001343993,0.0001378352,0.0002889407,0.0001835288],"domain_scores_gemma":[0.9981731,0.0001030756,0.00005654525,0.0001099042,0.0007936494,0.0007636842],"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":[0.00008455449,0.00002208095,0.0003745364,0.0001033348,0.000005078187,0.000072706,0.0001162,0.00008277076,0.0007765768,0.002984375,0.9187597,0.07661802],"study_design_scores_gemma":[0.000005536933,0.00001123443,0.0006975713,0.00003432913,0.000002221319,0.00002388833,0.0001108926,0.00005906124,0.000226711,0.0002799489,0.9985429,0.000005621886],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001068827,0.0008612954,0.0006912863,0.004211537,0.001306919,0.00006487317,0.003832526,0.001075043,0.9868876],"genre_scores_gemma":[0.0006798195,0.0001431214,0.0001542556,0.0001309829,0.00001508277,0.000003871718,0.0003562055,0.0001357521,0.9983809],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2960276,"threshold_uncertainty_score":0.5886091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04018357200838084,"score_gpt":0.2489165696354625,"score_spread":0.2087329976270817,"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."}}