{"id":"W6930181654","doi":"10.5281/zenodo.11810644","title":"dr jason fung book pdf","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Tissue Engineering and Regenerative Medicine","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Limiting; TSG101; Filter (signal processing); Pretext","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":[0.0005497474,0.0009773653,0.0007060472,0.001569279,0.00184024,0.006047614,0.001195159,0.002494032,0.8132468],"category_scores_gemma":[0.002935837,0.0005573282,0.0005855391,0.00101918,0.0005305323,0.004494043,0.002407306,0.002946806,0.777061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001010359,"about_ca_system_score_gemma":0.001286362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002143833,"about_ca_topic_score_gemma":0.005643773,"domain_scores_codex":[0.9992722,0.00005737329,0.00002690669,0.0001264771,0.0004470681,0.00007000241],"domain_scores_gemma":[0.9985324,0.0001407067,0.00004972269,0.00009856799,0.0007146397,0.0004638341],"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":[0.00001131461,0.00001372547,0.00003262859,0.00004862299,9.450097e-7,0.00005207013,0.00002225728,0.00001484191,0.0001964075,0.0009683725,0.9637947,0.03484407],"study_design_scores_gemma":[0.000002574139,0.000007021319,0.00007448407,0.00003610026,0.000001026283,0.0001232783,0.00004702856,0.00002291665,0.00008830343,0.0002276842,0.9993656,0.000004043888],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003506297,0.003087795,0.0009080446,0.005920924,0.006046361,0.00008224042,0.0005967552,0.002302919,0.9807042],"genre_scores_gemma":[0.0008555787,0.001001419,0.0003010799,0.001762551,0.0005035992,0.00001747175,0.0002047609,0.000351208,0.9950022],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1867532,"threshold_uncertainty_score":0.2663806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02481346846738431,"score_gpt":0.2590086923995499,"score_spread":0.2341952239321656,"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."}}