{"id":"W1985590141","doi":"10.1007/s00421-012-2527-1","title":"Big claims for big weights but with little evidence","year":2012,"lang":"en","type":"letter","venue":"European Journal of Applied Physiology","topic":"Cardiovascular and exercise physiology","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Sports medicine; Human physiology; Big data; Medicine; Psychology; Computer science; Internal medicine; Physical therapy; Data mining","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":[0.0198919,0.001458501,0.003776249,0.001472836,0.005900861,0.008229125,0.003243724,0.1116269,0.01193013],"category_scores_gemma":[0.2069271,0.001115546,0.002358151,0.001497181,0.01244741,0.008896097,0.004585135,0.1010794,0.008039958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006103489,"about_ca_system_score_gemma":0.006988475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002987123,"about_ca_topic_score_gemma":0.004671517,"domain_scores_codex":[0.9845433,0.005117665,0.002108046,0.002080776,0.0046731,0.00147716],"domain_scores_gemma":[0.8740418,0.09879505,0.004840942,0.003573665,0.009015825,0.009732811],"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":[0.0001625364,0.00004362279,0.0007987531,0.0001132737,0.0001028827,0.001971889,0.0001766019,0.00006645645,0.0001180644,0.01270359,0.9715205,0.01222186],"study_design_scores_gemma":[0.0008620031,0.0001414759,0.002277742,0.002335537,0.0003919997,0.005987235,0.001012024,0.001038588,0.0003993755,0.2177495,0.767535,0.0002695343],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001404003,0.0007675227,0.0001286555,0.9843376,0.01342418,0.000004190116,0.00002877712,0.000009912098,0.001158686],"genre_scores_gemma":[0.002319111,0.0004183316,0.000253901,0.9542559,0.04131572,0.00001886975,0.00001765196,0.00001512103,0.001385414],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1116269,"threshold_uncertainty_score":0.1051997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03811375197625407,"score_gpt":0.2429984799258263,"score_spread":0.2048847279495723,"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."}}