{"id":"W4285731595","doi":"10.1503/cmaj.220740","title":"Stephanie Hart","year":2022,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Digital Marketing and Social Media","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Advertising; Promotion (chess); Psychology; Word of mouth; Affect (linguistics); CONTEST; Interpersonal communication; Social psychology; Business; Political science; Communication","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001659648,0.000354848,0.000402761,0.0009419408,0.003261409,0.002769179,0.0008936282,0.00216777,0.2732831],"category_scores_gemma":[0.01111914,0.0002641462,0.0002123157,0.0003768825,0.0009630623,0.002119333,0.001780158,0.003371081,0.0902808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001929717,"about_ca_system_score_gemma":0.007477565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01372194,"about_ca_topic_score_gemma":0.02243982,"domain_scores_codex":[0.9985589,0.0002807927,0.00005542498,0.0003007357,0.0006325993,0.000171446],"domain_scores_gemma":[0.9940155,0.001183342,0.0002272979,0.0002621188,0.002429712,0.00188198],"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":[0.00001563535,0.00004080236,0.0007850028,0.00005751125,0.000002129458,0.000104804,0.0004348402,0.00002410335,0.000167591,0.01000856,0.9446984,0.04366056],"study_design_scores_gemma":[0.0000068745,0.00001551623,0.001098824,0.0001238737,0.000002204562,0.0002877621,0.0009396911,0.00006785031,0.0001518325,0.002164957,0.9951291,0.00001151699],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005718386,0.004839497,0.004465126,0.3456747,0.02231094,0.0003944788,0.001715287,0.0006367954,0.6142448],"genre_scores_gemma":[0.05851905,0.004867965,0.003153512,0.0766573,0.001951489,0.0003472763,0.0005374718,0.0003205888,0.8536453],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7267169,"threshold_uncertainty_score":0.914223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007890216594805986,"score_gpt":0.2461215615773975,"score_spread":0.2382313449825915,"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."}}