{"id":"W4389432551","doi":"10.1016/j.jsams.2023.12.002","title":"Estimating cancers attributable to physical inactivity in Australia","year":2023,"lang":"en","type":"article","venue":"Journal of science and medicine in sport","topic":"Physical Activity and Health","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; Alberta Health Services","funders":"Marshfield Clinic Research Foundation; National Institutes of Health; University of Melbourne; Victorian Cancer Agency","keywords":"Physical activity; Medicine; Environmental health; Physical therapy","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":[0.002287311,0.0004160889,0.0005633987,0.001746749,0.0004402964,0.0007937299,0.0007616027,0.0005186131,0.0006267686],"category_scores_gemma":[0.01031748,0.0006091543,0.001760423,0.001431574,0.0003646775,0.0006348214,0.001648542,0.001044955,0.0001516152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003052378,"about_ca_system_score_gemma":0.002797905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3991677,"about_ca_topic_score_gemma":0.3894868,"domain_scores_codex":[0.9978835,0.0007931709,0.000273903,0.0003160768,0.0004657447,0.000267582],"domain_scores_gemma":[0.9972946,0.0007207954,0.0008292356,0.000170964,0.0006815069,0.0003029101],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001680202,0.00007486132,0.9845387,0.0001144031,0.0005085191,0.0001123855,0.0005275524,0.001836942,0.0004922913,0.0001477615,0.000219249,0.01125935],"study_design_scores_gemma":[0.000006389662,0.0001005668,0.9967796,0.00003368903,0.0001669248,0.000101606,0.0002667833,0.001925538,0.00008277639,0.00008120717,0.0004492141,0.000005823016],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995706,0.0008810623,0.001299895,0.0001932232,0.00001383364,0.00005958931,0.0005587172,0.00001232349,0.001275396],"genre_scores_gemma":[0.9970126,0.0006631,0.001041665,0.00007529814,0.000009284872,0.00004767158,0.0003006783,0.000005242252,0.0008444561],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3991677,"threshold_uncertainty_score":0.7936886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09875460518556503,"score_gpt":0.4448579942227949,"score_spread":0.3461033890372298,"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."}}