{"id":"W4405237342","doi":"10.3390/s24247884","title":"Acoustic Wave Sensor Detection of an Ovarian Cancer Biomarker with Antifouling Surface Chemistry","year":2024,"lang":"en","type":"article","venue":"Sensors","topic":"Acoustic Wave Resonator Technologies","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Biofouling; Biomarker; Ovarian cancer; Cancer detection; Cancer; Chemistry; Medicine; Internal medicine; Biochemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003196418,0.0003999633,0.0002808052,0.0002803601,0.0001170188,0.0002634093,0.0003984402,0.0007744409,0.0005826778],"category_scores_gemma":[0.0004898653,0.0002073103,0.0002263034,0.0002019616,0.000207829,0.0003472212,0.0002756258,0.0004391033,0.0003116237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002208515,"about_ca_system_score_gemma":0.0001450533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002110389,"about_ca_topic_score_gemma":0.0002931223,"domain_scores_codex":[0.9996649,0.00006260905,0.00001836957,0.00007102529,0.0001581447,0.00002494683],"domain_scores_gemma":[0.9997322,0.0000875924,0.00006322186,0.00001477107,0.00008353599,0.00001873528],"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":[0.00002164183,0.000008201601,0.0001497491,0.00003316502,0.000003666839,0.00001370626,0.00001101995,0.00004374348,0.9979485,0.00002513136,0.00002366436,0.001717883],"study_design_scores_gemma":[0.000004965612,0.0002732959,0.001378737,0.000004661003,0.00001267763,0.0001860701,0.00002456826,0.002037006,0.9946554,0.00002645228,0.001389135,0.000006957921],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9230562,0.005474024,0.06777154,0.0004534424,0.0002391913,0.0001098281,0.0002084851,0.0003034608,0.002383837],"genre_scores_gemma":[0.9141328,0.003240741,0.07655475,0.000420133,0.0001107183,0.0001615397,0.0002384117,0.00002463388,0.005116286],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007744409,"threshold_uncertainty_score":0.001949191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01178631395847077,"score_gpt":0.2267111848039016,"score_spread":0.2149248708454308,"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."}}