{"id":"W3016463384","doi":"10.3390/cancers12041001","title":"Ultraweak Photon Emissions as a Non-Invasive, Early-Malignancy Detection Tool: An In Vitro and In Vivo Study","year":2020,"lang":"en","type":"article","venue":"Cancers","topic":"Biofield Effects and Biophysics","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Algoma University; Laurentian University","funders":"","keywords":"In vivo; Malignancy; Pathology; In vitro; Cell culture; Cancer; Melanoma; Medicine; Cancer research; Two-photon excitation microscopy; Chemistry; Biology; Physics; Optics; Internal medicine; Fluorescence","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005820836,0.0000981203,0.0001882668,0.00004189208,0.00002812856,0.00001233442,0.00003625965,0.00006948764,0.0000272211],"category_scores_gemma":[0.00005366548,0.00008314439,0.00002345184,0.0002526589,0.000023968,0.0000716176,0.00001397948,0.0001834301,0.000002494066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001415449,"about_ca_system_score_gemma":0.0001542358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002915586,"about_ca_topic_score_gemma":0.0005874296,"domain_scores_codex":[0.9993707,0.00002922841,0.000124909,0.0002380857,0.00009213742,0.0001449618],"domain_scores_gemma":[0.9996995,0.00003016747,0.0000274971,0.000104355,0.0000156285,0.0001228189],"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":[0.0005785453,0.00005277009,0.02130733,0.00006437697,0.00001030158,0.00008990146,0.002821292,0.000009339654,0.9682692,6.214908e-7,0.00002593788,0.006770385],"study_design_scores_gemma":[0.002455842,0.001699576,0.05809671,0.0001322373,0.00003165876,0.000004962451,0.001969976,0.001000001,0.9342976,0.00001387798,0.0001467852,0.0001507785],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986327,0.00005108534,0.00001145845,0.0001996035,0.00007822158,0.0005713847,0.00000385064,0.00002131908,0.000430419],"genre_scores_gemma":[0.9989911,0.00005837046,0.00003192411,0.00073696,0.00009854852,0.00003923578,0.00000158779,0.00001029001,0.00003195387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03678939,"threshold_uncertainty_score":0.4407513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01451299307806663,"score_gpt":0.2625685127519339,"score_spread":0.2480555196738672,"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."}}