{"id":"W2912553735","doi":"10.1371/journal.pone.0211293","title":"Alcohol and breast cancer risk: Middle-aged women’s logic and recommendations for reducing consumption in Australia","year":2019,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Alcohol Consumption and Health Effects","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Flinders Foundation; Flinders University","keywords":"Breast cancer; Consumption (sociology); Medicine; Population; Environmental health; Alcohol consumption; Cancer; Gerontology; Psychology; Alcohol; Internal medicine","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":[0.0116734,0.000489063,0.0006283661,0.001395119,0.002750291,0.002676941,0.001619841,0.002613242,0.002147982],"category_scores_gemma":[0.01767843,0.0004889845,0.0006620299,0.0008162129,0.003109783,0.002860916,0.003953358,0.004019793,0.0004464673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005697117,"about_ca_system_score_gemma":0.02070838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07637557,"about_ca_topic_score_gemma":0.09294673,"domain_scores_codex":[0.9957813,0.002356355,0.0004672256,0.0002372148,0.0007399047,0.0004180262],"domain_scores_gemma":[0.9941036,0.001807283,0.0006753138,0.0001550654,0.00166366,0.001594958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003094269,0.001505662,0.1250509,0.01355142,0.0001647542,0.002999227,0.2031093,0.001058087,0.004677847,0.02114873,0.07216725,0.5542574],"study_design_scores_gemma":[0.0001845,0.001774808,0.3445935,0.03848905,0.0004599431,0.001617755,0.2526846,0.004351792,0.002394469,0.04535077,0.3077531,0.0003457355],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1457989,0.03418028,0.005337672,0.7925851,0.002481923,0.001020871,0.0002118912,0.0001207122,0.01826262],"genre_scores_gemma":[0.8139028,0.0586426,0.03102709,0.08460277,0.0009223864,0.00167637,0.0002588645,0.00004378449,0.008923415],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07637557,"threshold_uncertainty_score":0.151862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2440971570469163,"score_gpt":0.3858233065589787,"score_spread":0.1417261495120624,"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."}}