{"id":"W4315781160","doi":"10.1123/jpah.2022-0639","title":"An Urgent Need for Quantitative Intersectionality in Physical Activity and Health Research","year":2023,"lang":"en","type":"article","venue":"Journal of Physical Activity and Health","topic":"Physical Activity and Health","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Intersectionality; Physical activity; Psychology; Sociology; Medicine; Gender studies; Physical medicine and rehabilitation","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2994919,0.002171267,0.005497945,0.01995746,0.007962334,0.02786756,0.00986624,0.007376841,0.01323815],"category_scores_gemma":[0.2914342,0.002045184,0.002929447,0.02539064,0.02584739,0.05701305,0.03519625,0.01478668,0.001666292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0100406,"about_ca_system_score_gemma":0.02127548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01034822,"about_ca_topic_score_gemma":0.01497411,"domain_scores_codex":[0.6916561,0.2633403,0.01019039,0.01208025,0.01980183,0.002931157],"domain_scores_gemma":[0.5105596,0.3827429,0.01793879,0.04995631,0.03081465,0.007987717],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004074387,0.001536955,0.0484212,0.01745326,0.002046093,0.0002863359,0.05168729,0.00186656,0.001013652,0.5351926,0.04493338,0.2951552],"study_design_scores_gemma":[0.00009095619,0.0006313565,0.02746942,0.01691452,0.000288143,0.0004692942,0.09025456,0.003034764,0.0004543132,0.6794605,0.1806288,0.0003033556],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04673011,0.1635881,0.3641831,0.328734,0.0136217,0.005914785,0.007981194,0.000702915,0.06854411],"genre_scores_gemma":[0.3186502,0.03003344,0.5544434,0.05693978,0.009628961,0.02198808,0.003493274,0.0005710669,0.00425183],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7005081,"threshold_uncertainty_score":0.8638512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4582569478388904,"score_gpt":0.5712861444741161,"score_spread":0.1130291966352256,"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."}}