{"id":"W3080379546","doi":"10.1007/s00038-020-01416-0","title":"Attitudes and practices of public health academics towards research funding from for-profit organizations: cross-sectional survey","year":2020,"lang":"en","type":"article","venue":"International Journal of Public Health","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"International Development Research Centre","keywords":"Sampling frame; Salary; Public health; Cross-sectional study; Public relations; Logistic regression; Descriptive statistics; Business; Environmental health; Political science; Demographic economics; Psychology; Medicine; Economics; Nursing; Population","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01074623,0.0001417382,0.0003263757,0.001445974,0.0007125934,0.001401357,0.0003624332,0.0007240032,0.001614009],"category_scores_gemma":[0.02097881,0.0003462438,0.0002908144,0.001750945,0.0009819214,0.001283334,0.00104393,0.0009262511,0.0004390715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007124671,"about_ca_system_score_gemma":0.001394632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004516408,"about_ca_topic_score_gemma":0.003903785,"domain_scores_codex":[0.9951807,0.002439008,0.0005123867,0.0002512327,0.001081203,0.0005354813],"domain_scores_gemma":[0.9679812,0.009047857,0.0155523,0.0008799176,0.003057001,0.003481788],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005097224,0.0002742106,0.9838577,0.00007117126,0.0000248622,0.00005635622,0.009659185,0.00003669121,0.0001571246,0.00006159113,0.0003673363,0.00538278],"study_design_scores_gemma":[0.000009598369,0.0004310985,0.9720794,0.00009314648,0.00001457488,0.0002455277,0.02587584,0.0001501432,0.0001053281,0.00005554191,0.0009252758,0.00001443191],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986268,0.0001521752,0.00006070613,0.0004176393,0.000004343338,0.00002630287,0.0001310958,0.000002828162,0.0005782342],"genre_scores_gemma":[0.9989935,0.0002447841,0.0001545932,0.0002619626,0.00001379611,0.00003340418,0.00008677889,0.0000011165,0.0002100956],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9892538,"threshold_uncertainty_score":0.05683213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7427070806930883,"score_gpt":0.6663107283668802,"score_spread":0.07639635232620812,"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."}}