{"id":"W3120728869","doi":"10.3122/jabfm.2021.01.200266","title":"Improving the Reporting of Primary Care Research: An International Survey of Researchers","year":2021,"lang":"en","type":"article","venue":"The Journal of the American Board of Family Medicine","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Monash University","keywords":"Generalizability theory; Context (archaeology); Medicine; Likert scale; Medical education; Psychological intervention; Observational study; Health care; Qualitative research; Data collection; Family medicine; Nursing; Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.0310645,0.0001186561,0.0009342895,0.0002019058,0.0003983438,0.000002884075,0.001517375,0.00005266326,0.00004535192],"category_scores_gemma":[0.02088253,0.00005225266,0.0001499439,0.001015418,0.001729514,0.0001163686,0.0006199938,0.001817192,7.157042e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000506762,"about_ca_system_score_gemma":0.005763632,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03011557,"about_ca_topic_score_gemma":0.001160923,"domain_scores_codex":[0.9873782,0.00708419,0.002938787,0.0001319694,0.002055053,0.0004118177],"domain_scores_gemma":[0.9778102,0.007038683,0.008429253,0.0009933087,0.005588817,0.0001397277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002970251,0.0001257957,0.7506607,0.001191615,0.0003859427,0.00003679027,0.03376852,0.00005093025,0.1299573,0.00009882959,0.02862936,0.05212405],"study_design_scores_gemma":[0.000682905,0.0006545692,0.9189718,0.0007014071,0.0000663321,0.00001884966,0.07648773,0.0000129921,0.0008539802,0.00008713677,0.001417425,0.0000448449],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.974248,0.002511068,0.00004481107,0.01661589,0.0008020899,0.0002901995,0.00002549539,0.000004139373,0.005458326],"genre_scores_gemma":[0.9928843,0.001926747,0.0003580492,0.004078297,0.0004226275,0.00000297652,0.000007072369,0.00002182044,0.000298111],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1683112,"threshold_uncertainty_score":0.9998727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4986877852330426,"score_gpt":0.5634608142476766,"score_spread":0.06477302901463394,"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."}}