{"id":"W2158584189","doi":"","title":"Family medicine research: one man's road.","year":2013,"lang":"en","type":"article","venue":"PubMed","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Character (mathematics); Computer science; Plot (graphics); Work (physics); Data science; World Wide Web","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.03717114,0.001134983,0.001899743,0.002132534,0.01103628,0.01885182,0.002548687,0.01599832,0.03866969],"category_scores_gemma":[0.07917906,0.001199614,0.001191319,0.002273248,0.0160694,0.03451416,0.01254893,0.02761285,0.01730031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00551121,"about_ca_system_score_gemma":0.02439461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005027302,"about_ca_topic_score_gemma":0.01200645,"domain_scores_codex":[0.981918,0.01018613,0.0008093374,0.001327315,0.004346489,0.001412821],"domain_scores_gemma":[0.8965427,0.04128407,0.003149968,0.005787145,0.0220891,0.03114701],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003012823,0.00002925888,0.0002061874,0.0004758276,0.00001783121,0.0001319901,0.001181193,0.0000227184,0.00006925123,0.02179555,0.9148185,0.06122155],"study_design_scores_gemma":[0.0000148429,0.00004371984,0.000335121,0.00167974,0.00001173346,0.0003394861,0.003543893,0.0000239925,0.00003583164,0.02615926,0.9677884,0.00002395562],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0001386302,0.06679159,0.0007292985,0.8985562,0.02599655,0.00001302972,0.00003949269,0.00009301735,0.007642171],"genre_scores_gemma":[0.01495861,0.1814636,0.007260267,0.6825798,0.04289553,0.0001934295,0.0001495802,0.0003333085,0.07016597],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9628289,"threshold_uncertainty_score":0.1965821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6338171873188619,"score_gpt":0.4855114937582348,"score_spread":0.1483056935606272,"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."}}