{"id":"W7100429694","doi":"","title":"has developed a set","year":2016,"lang":"en","type":"article","venue":"","topic":"Cancer Risks and Factors","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Public health; Multinational corporation; Clinical trial; Set (abstract data type); Health care; MEDLINE; Data set; Data sharing","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":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.2238829,0.002004471,0.003583856,0.01418874,0.00730983,0.01431475,0.01837931,0.01873513,0.01491453],"category_scores_gemma":[0.2094511,0.00400523,0.005748099,0.01628453,0.006173554,0.004440198,0.00777071,0.01986807,0.01102378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04845153,"about_ca_system_score_gemma":0.3514098,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5349937,"about_ca_topic_score_gemma":0.7026749,"domain_scores_codex":[0.8641437,0.04067008,0.02884243,0.004400666,0.05435145,0.007591591],"domain_scores_gemma":[0.6456497,0.1244722,0.02253516,0.02638674,0.1499901,0.03096614],"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":[0.0002543064,0.0006173102,0.005006148,0.003284862,0.0003079978,0.0009964468,0.003476414,0.002630511,0.001267182,0.0804977,0.7354532,0.1662079],"study_design_scores_gemma":[0.0002503645,0.0001955234,0.0102861,0.005959644,0.0002461656,0.0006324223,0.0009728898,0.001613891,0.001019414,0.01063269,0.9678427,0.0003482531],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.006315138,0.02428896,0.2679748,0.2908462,0.01437073,0.0780038,0.03599105,0.006880945,0.2753283],"genre_scores_gemma":[0.01879065,0.01692716,0.7322841,0.1014599,0.002666247,0.02622666,0.01588737,0.001499925,0.08425807],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9850855,"threshold_uncertainty_score":0.9570906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1031436798629401,"score_gpt":0.331374005754872,"score_spread":0.2282303258919319,"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."}}